To visualize & analyze card usage and car movement data with the employee disappearance incident
This study is based on the Mini-Challenge 2 of the VAST Challenge 2021. In a fiction scenario, there is a natural gas company named “GASTech” operating in the island country if Kronos. The GASTech didn’t do well in environment stewardship. And after an company IPO celebration in January 2014, several employees of GASTech went missing. An environment organization is suspected in the disappearance.
Many of the Abila, Kronos-based employees of GAStech have company cars which are approved for both personal and business use. And the others who don’t have company cars can check and use company trucks for business use. The GPS tracking data of these company vehicles is available for the two weeks prior the disappearance.
And the company also provides a loyalty card to employees to give them discounts in the local businesses. And their credit card purchases and loyalty cards usage data are provided. But these data does not have persona information beyond purchases.
Use visual analytics to identify which GASTech employees made which purchases and identify suspicious patterns of behavior. Besides, the study must cope with uncertainties that result from missing, conflicting, and imperfect data to make recommendations for further investigation.
Using just the credit and loyalty card data, identify the most popular locations, and when they are popular. What anomalies do you see? What corrections would you recommend to correct these anomalies? Please limit your answer to 8 images and 300 words.
Add the vehicle data to your analysis of the credit and loyalty card data. How does your assessment of the anomalies in question 1 change based on this new data? What discrepancies between vehicle, credit, and loyalty card data do you find? Please limit your answer to 8 images and 500 words.
Can you infer the owners of each credit card and loyalty card? What is your evidence? Where are there uncertainties in your method? Where are there uncertainties in the data? Please limit your answer to 8 images and 500 words.
Given the data sources provided, identify potential informal or unofficial relationships among GASTech personnel. Provide evidence for these relationships. Please limit your response to 8 images and 500 words.
Do you see evidence of suspicious activity? Identify 1- 10 locations where you believe the suspicious activity is occurring, and why Please limit your response to 10 images and 500 words.
The VAST Challenge 2014 has the same scenario with slightly different dataset and questions. The submission repository can be found here.
Various analytic tools were used among the submissions, like JMP, D3 and custom tools. The heatmap and time histograms were useful to represent the numerical value under the combination of one categorical variable and one discrete/categorical variable, such as the usage frequency under different locations and days. Besides, movement line graph with the map background can help to identify and check suspicious activities.
However, almost all graphs were static and readers would find it difficult to explore other parts in graphs which were not specially mentioned by authors. Since the study is displayed on html page, the interactive graphs will be possible. For example, the tooltip function can make every data point to have detailed information without checking the axis or drawing additional graphs. The zoom-in and onclick functions allow readers to check the whole complex graph with too many lines/objects and focus on one part only.
Import packages needed firstly.
The location names contain some special characters, such as “Café”, which are not recognized by utf-8 encoding. Thus, special encoding is used in reading data.
loyalty <- read_csv("data/loyalty_data.csv", locale=locale(encoding ="windows-1252"))
cc <- read_csv("data/cc_data.csv", locale=locale(encoding ="windows-1252"))
car_assignments <- read_csv("data/car-assignments.csv")
gps <- read_csv("data/gps.csv")
Take a glimpse of credit card data and loyalty card data
knitr::kable(cc[c(0:5),],
caption = "Credit Card Usage Data") %>%
kableExtra::kable_paper("hover", full_width = F)
| timestamp | location | price | last4ccnum |
|---|---|---|---|
| 01/06/2014 07:28 | Brew’ve Been Served | 11.34 | 4795 |
| 01/06/2014 07:34 | Hallowed Grounds | 52.22 | 7108 |
| 01/06/2014 07:35 | Brew’ve Been Served | 8.33 | 6816 |
| 01/06/2014 07:36 | Hallowed Grounds | 16.72 | 9617 |
| 01/06/2014 07:37 | Brew’ve Been Served | 4.24 | 7384 |
knitr::kable(loyalty[c(0:5),],
caption = "Loyalty Card Usage Data") %>%
kableExtra::kable_paper("hover", full_width = F)
| timestamp | location | price | loyaltynum |
|---|---|---|---|
| 01/06/2014 | Brew’ve Been Served | 4.17 | L2247 |
| 01/06/2014 | Brew’ve Been Served | 9.60 | L9406 |
| 01/06/2014 | Hallowed Grounds | 16.53 | L8328 |
| 01/06/2014 | Coffee Shack | 11.51 | L6417 |
| 01/06/2014 | Hallowed Grounds | 12.93 | L1107 |
The timestamp in the credit card usage date (“cc”) contains date and time, while the timestamp in the loyal card usage data (“loyalty”) contains only data. Besides, their data type is string, which will be transformed into datetime type.
And we separate day, hour from the datetime feature.
knitr::kable(gps[c(0:5),],
caption = "GPS Data") %>%
kableExtra::kable_paper("hover", full_width = F)
| Timestamp | id | lat | long |
|---|---|---|---|
| 01/06/2014 06:28:01 | 35 | 36.07623 | 24.87469 |
| 01/06/2014 06:28:01 | 35 | 36.07622 | 24.87460 |
| 01/06/2014 06:28:03 | 35 | 36.07621 | 24.87444 |
| 01/06/2014 06:28:05 | 35 | 36.07622 | 24.87425 |
| 01/06/2014 06:28:06 | 35 | 36.07621 | 24.87417 |
The timestamp in the GPS data also need to be transformed.
And the longitude and latitude are rounded into 5 digits. It can avoid the inconsistent/inaccurate GPS data to some extent. And five decimal places implies 1.11 meters accuracy, which is better than 4 or 6 digits (11.1 meter or 0.11 meter accuracy) under this question scenario.
In the challenge page, it mentioned that the vehicles are tracked periodically as long as they are moving. Thus, the time gap in the GPS data within one car indicates that this car stopped at current GPS location. Stops correspond to local business locations or other locations. To find these business locations, we excluded out the time gap less than 3 minutes, which might be that the car stopped to wait for traffic light.
# use gps2 to find stop locations
gps2 <- gps
gps2 <- gps2 %>%
group_by(id) %>%
mutate(end = Timestamp,
start = lag(Timestamp, default = first(Timestamp),
order_by = Timestamp),
diff_mins = (end - start)/60) %>%
mutate(stop = ifelse(diff_mins >= 3, TRUE, FALSE)) %>%
filter(stop == TRUE) %>%
ungroup()
# rearrange useful features
gps2_stop <- gps2[c(7,6,2,3,4,8,5)]
gps2_stop_sf <- st_as_sf(gps2_stop,
coords = c("long", "lat"), # combine the lo, la
crs = 4326) # 4326 is wgs84 Geographic Coordinate System
Besides, we need to draw the car movement path on the map. It requires the GPS data to be coordinate formats and one path is actually one line string with multiple GPS points.
# convert values from numerical to factor data type
gps$day <- as.factor(gps$day)
gps$id <- as_factor(gps$id)
gps_sf <- st_as_sf(gps,
coords = c("long", "lat"),
crs = 4326)
# group car paths
gps_path <- gps_sf %>%
group_by(id, day) %>%
summarize(m =mean(Timestamp),
do_union=FALSE) %>%
st_cast("LINESTRING")
The tourist map provided is not georeferenced. And QGIS can help to georeference an image with the ESRI shapefiles (geospatial vector data) of the city.
The process includes:
After the process, we will get a tif file which is a combination of tourist map and georeferenced. road map. Then we can plot car movements line with longitude and latitude data on the map.
we need to import the tif file generated by QGIS and display the map.
bgmap <- raster("data/Geospatial/MC2-tourist.tif")
To identify popularity, we can calculate the card usage frequency and amount in every locations of different days and hours.
Firstly, let’s plot the frequency of cards in the 14 days. We need to calculate the card usage frequency in different days, convert into data frame, draw their heatmaps and plot together.
# calculate the frequency data frame of credit and loyalty card usage
cc_freq_day <- as.data.frame(xtabs(~location+day, data = cc))
loyalty_freq_day <- as.data.frame(xtabs(~location+day, data = loyalty))
# join the two frequency data frame
freq_day_join <- full_join(cc_freq_day,loyalty_freq_day,by= c("location","day"))
names(freq_day_join) <- c("location","day","CC_Freq","Loyalty_Freq")
# transfer from factors to numeric with original values
freq_day_join$day <- as.numeric(levels(freq_day_join$day))[freq_day_join$day]
# plot the heatmap of credit card usage frequency
p1 <- ggplot(freq_day_join,aes(x=day,y=location))+
geom_tile(aes(fill=CC_Freq))+
scale_fill_gradient(low = "#deeff7", high = "#0D2330")+
theme(panel.background = element_blank(),
axis.ticks = element_blank(),
axis.title = element_blank(),
legend.title=element_blank())
# plot the heatmap of loyalty card usage frequency
p2 <- ggplot(freq_day_join,aes(x=day,y=location))+
geom_tile(aes(fill=Loyalty_Freq))+
scale_fill_gradient(low = "#deeff7", high = "#0D2330")+
theme(panel.background = element_blank(),
axis.ticks = element_blank(),
axis.title = element_blank(),
legend.title=element_blank())
# convert static graph into interactive
plotly::subplot(ggplotly(p1),
ggplotly(p2),
shareY = TRUE) %>%
layout(
title = list(
text = "Daily Frequency of Credit (left) and Loyalty (right) Card Usage",
xanchor = "center"),
font = list(size = 12))
(#fig:q1f1 )Daily Frequency of Credit (left) and Loyalty (right) Card Usage
From the card usage frequency (or consumption frequency), we can easily identify that “Katerina’s Café”, “Hippokampos” and “Brew’ve Been Served” are the most popular with almost all squares in deeper color, where the daily consumption frequency is above 10. “Hallowed Grounds” and “Guy’s Gyros” are slightly less popular.
Besides, we can find that “Brew’ve Been Served” and “Hallowed Grounds” are popular every day except weekends (day 11-12, 18-19). The frequency are 0 on weekends, which might because the location is closed on weekends. It’s the same to “Hallowed Grounds”.
On weekends, “Katerina’s Café” and “Hippokampos” are the most popular while other locations might be closed or less consumption these days.
As for anomalies, we can see there is one white line in the graph for loyalty card, corresponding to “Daily Dealz”. This location only have one credit card consumption record on day 13 and no loyalty card record among the two weeks.
The daily frequencies are the same between “Maximum Iron and Steel” and “Kronos Pipe and Irrigation” every day in the two weeks.
To correct these anomalies, we can check the GPS data to make sure who made the only one consumption in “Daily Dealz”. If there were no anomalies after checking, we can just delete this single record in the credit card data. And for the situation between “Maximum Iron and Steel” and “Kronos Pipe and Irrigation”, it’s just coincidence after checking the consumption amount.
Secondly, we can plot the consumption amount instead of frequency. The steps are almost the same.
cc_price_matrix <- tapply(cc$price,cc[,c("location","day")],sum)
cc_price <- reshape2::melt(cc_price_matrix)
loyalty_price_matrix <- tapply(loyalty$price,loyalty[,c("location","day")],sum)
loyalty_price <- reshape2::melt(loyalty_price_matrix)
price_day_join <- full_join(cc_price,loyalty_price,by= c("location","day"))
names(price_day_join) <- c("location","day","Price.","Price")
p1_price <- ggplot(price_day_join,aes(x=day,y=location))+
geom_tile(aes(fill=Price.))+
scale_fill_gradient(low = "#deeff7", high = "#0D2330")+
theme(panel.background = element_blank(),
axis.ticks = element_blank(),
axis.title = element_blank(),
legend.title=element_blank())
p2_price <- ggplot(price_day_join,aes(x=day,y=location))+
geom_tile(aes(fill=Price))+
scale_fill_gradient(low = "#deeff7", high = "#0D2330")+
theme(panel.background = element_blank(),
axis.ticks = element_blank(),
axis.title = element_blank(),
legend.title=element_blank())
plotly::subplot(ggplotly(p1_price),
ggplotly(p2_price),
shareY = TRUE) %>%
layout(
title = list(text = "Daily Consumption Amount of Credit and Loyalty Card",
xanchor = "center"),
font = list(size = 12))
(#fig:q1f2 )Daily Consumption Amount of Credit and Loyalty Card
The consumption amount differences among locations are much bigger than frequency differences.
Apparently, “Abila Airport” are the place where has the biggest consumption amount. And these consumption occurred on weekdays only.
Besides, “Stewart and Sons Fabrication”, “Nationwide Refinery” and “Abila Airport” also have high consumption amounts on weekdays. All these locations don’t show high frequency values in previous graphs but have very high daily consumption amounts.
And there are many outliers which might be anomalies. For example, “Frydos Autosupply n’ More” had a daily cc consumption amount ($10455.22) in day 13, which is several times as much as those in other days. And the loyalty consumption amount in day 8 at “Nationwide Refinery” is 12554.91.
What’s more, there are many inconsistencies between amounts in the credit card record and loyalty card record. At “Stewart and Sons Fabrication”, the daily amounts from day 13 to day 16 don’t match in two graphs.
To correct these anomalies, we need to check through the car movement data where the consumption amount outliers exist. It’s to see whether there are activities or other gathering to cause the high consumption. As for the inconsistency in amounts, the possible explanations are there might be someone used only one of the two cards or got cashback in the consumption.
Lastly, we change the time unit from days to hours to analyze the popular locations. Only the timestamp of credit card data contains time, so there are no hourly heatmaps for loyalty card usage.
cc_freq_hour <- as.data.frame(xtabs(~location+hour, data = cc))
# convert factor into number
cc_freq_hour$hour <- as.numeric(levels(cc_freq_hour$hour))[cc_freq_hour$hour]
cc_price_hour_matrix <- tapply(cc$price,cc[,c("location","hour")],sum)
cc_price_hour <- reshape2::melt(cc_price_hour_matrix)
cc_hour_join <- full_join(cc_freq_hour, cc_price_hour, by= c("location","hour"))
names(cc_hour_join) <- c("location","hour","Freq","Amount")
p3_freq <- ggplot(cc_hour_join,aes(x=hour,y=location))+
geom_tile(aes(fill=Freq))+
scale_fill_gradient(low = "#deeff7", high = "#0D2330")+
theme(panel.background = element_blank(),
axis.ticks = element_blank(),
axis.title = element_blank())
p3_price <- ggplot(cc_hour_join,aes(x=hour,y=location))+
geom_tile(aes(fill=Amount))+
scale_fill_gradient(low = "#deeff7", high = "#0D2330")+
theme(panel.background = element_blank(),
axis.ticks = element_blank(),
axis.title = element_blank())
plotly::subplot(ggplotly(p3_freq),
ggplotly(p3_price),
shareY = TRUE) %>%
hide_colorbar() %>%
layout(
title = list(text = "Hourly Consumption Frequency and Amount of Credit Card",
xanchor = "center"),
font = list(size = 12))
Figure 1: Hourly Consumption Frequency and Amount of Credit Card
From the left hourly heatmap, we can easily identify the popular period for each locations since there are clear pattern.
And some anomalies exist in the strange time period. At 3am, there are 5 credit card usages in “Kronos Mart”. For “Daily Dealz”, the only credit card transaction happened at 6am.
The right heatmaps also show anomalies: A very high consumption amount ($32419.63) happened at 11am of “Stewart and Sons Fabrication”.
packages = c('raster', 'sf',
'tmap', 'clock')
for (p in packages){
if(!require(p, character.only = T)){
install.packages(p)
}
library(p,character.only = T)
}
Firstly, filter out the credit card consumption record at “Frydos Autosupply n’ More” on day 13.
knitr::kable(cc %>%
filter(day == 13 & location == "Frydos Autosupply n' More"),
caption = "Consumption record at Frydos Autosupply n' More on day 13") %>%
kableExtra::kable_paper("hover", full_width = F)
| timestamp | location | price | last4ccnum | date | day | hour |
|---|---|---|---|---|---|---|
| 2014-01-13 19:20:00 | Frydos Autosupply n’ More | 10000.00 | 9551 | 2014-01-13 | 13 | 19 |
| 2014-01-13 19:41:00 | Frydos Autosupply n’ More | 188.57 | 8129 | 2014-01-13 | 13 | 19 |
| 2014-01-13 19:59:00 | Frydos Autosupply n’ More | 64.60 | 8411 | 2014-01-13 | 13 | 19 |
| 2014-01-13 21:11:00 | Frydos Autosupply n’ More | 202.05 | 2418 | 2014-01-13 | 13 | 21 |
The abnormal consumption is from the cc number 9551. Let’s check the consumption records of this cc on day 13.
knitr::kable(cc %>%
filter(day == 13 & last4ccnum == 9551),
caption = "Consumption record of cc 9551 owner on day 13") %>%
kableExtra::kable_paper("hover", full_width = F)
| timestamp | location | price | last4ccnum | date | day | hour |
|---|---|---|---|---|---|---|
| 2014-01-13 06:04:00 | Daily Dealz | 2.01 | 9551 | 2014-01-13 | 13 | 6 |
| 2014-01-13 13:18:00 | U-Pump | 55.25 | 9551 | 2014-01-13 | 13 | 13 |
| 2014-01-13 13:28:00 | Hippokampos | 30.51 | 9551 | 2014-01-13 | 13 | 13 |
| 2014-01-13 19:20:00 | Frydos Autosupply n’ More | 10000.00 | 9551 | 2014-01-13 | 13 | 19 |
| 2014-01-13 19:30:00 | Ouzeri Elian | 28.75 | 9551 | 2014-01-13 | 13 | 19 |
We can see the cc owner make the only only transaction at “Daily Dealz” at early morning (6am), which is the only one transaction in the two weeks.
Besides, “U-Pump” is a special place because there were only two consumption records in the two weeks, which can be found in Figure 1 and Figure ??. Therefore, there should have fewer stop locations near U-Pump in the car GPS data.
We can check the stop locations on day 13. On this day, there was one point near U-Pump where the stop time is near the consumption time in “U-Pump”. The corresponding car id is 24.
Thus, we believe the owner of car 24 use the credit card 9551. Let’s draw the moving path of this car to discover more. They are draw in the same plot to enhance understanding
gps2_stop_day13 <- gps2_stop_sf %>%
filter(day ==13)
gps2_stop_car24_day13 <- gps2_stop_sf %>%
filter(day ==13 & id == 24)
gps_path_car24_day13 <- gps_path %>%
filter(day == 13 & id == 24)
map1 <- tm_shape(bgmap) +
tm_rgb(bgmap, r = 1,g = 2,b = 3,
alpha = NA,
saturation = 1,
interpolate = TRUE,
max.value = 255) +
tm_shape(gps_path_car24_day13) +
tm_lines(col = "blue") +
tm_shape(gps2_stop_day13) +
tm_dots() +
tm_shape(gps2_stop_car24_day13) +
tm_dots(col = "blue", size = 0.1)
tmap_leaflet(map1)
Figure 2: Stop locations and driving path of car 24 on day 13
Hovering over blue dots, we can see the stop locations of car 24. On day 13, the car started running at about 7pm from home (the east area in the map) and stopped at “Katerina’s Café” (the south-east area) for half an hour. Then, the car stopped near “Albert’s Fine Clothing” at around noon (the north-west area).
After that, the car stopped near “U-Pump” (the center area) from 12:35 to 13:22. The purchase time in “U-Pump”, 13:18:00, matches the time period.
From 13:27 to 17:57, the car stopped at the GASTech company (south area), which could be the employee was working.
After the work, the car stopped near the “Brew’ve Been Served” (the south-east area) from 18:00 to 19:29. The high consumption occured in this period. The stop location is also close to the “Frydos Autosupply n’ More”. So the driver might stopped the car and walked to the “Frydos Autosupply n’ More” to make the consumption.
There are strange things.
The consumption at “Daily Dealz” occurred at 06:04:00, while the car left home at 07:32:01. It’s strange that the purchase happedned so early and the location can’t be found in other records
The consumption at “Hippokampos” occurred at 13:28:00, while the car stopped at the company at 13:27:14. The time gap is about 30 seconds
The consumption at “Ouzeri Elian” occurred at 19:30:00, while the car left the “Frydos Autosupply n’ More” at 19:29:01. The time gap is just 30 seconds after the car left
We can check the consumption from the combination of credit and loyalty cards data. We use left join to find the corresponding records in the loyalty data.
knitr::kable(cc %>%
filter(day == 13 & last4ccnum == 9551) %>%
left_join(loyalty, by = c("location", "day", "price")),
caption = "Consumption record of cc 9551 with corresponding loyalty records on day 13") %>%
kableExtra::kable_paper("hover", full_width = F)
| timestamp.x | location | price | last4ccnum | date | day | hour | timestamp.y | loyaltynum |
|---|---|---|---|---|---|---|---|---|
| 2014-01-13 06:04:00 | Daily Dealz | 2.01 | 9551 | 2014-01-13 | 13 | 6 | NA | NA |
| 2014-01-13 13:18:00 | U-Pump | 55.25 | 9551 | 2014-01-13 | 13 | 13 | NA | NA |
| 2014-01-13 13:28:00 | Hippokampos | 30.51 | 9551 | 2014-01-13 | 13 | 13 | 2014-01-13 | L5777 |
| 2014-01-13 19:20:00 | Frydos Autosupply n’ More | 10000.00 | 9551 | 2014-01-13 | 13 | 19 | NA | NA |
| 2014-01-13 19:30:00 | Ouzeri Elian | 28.75 | 9551 | 2014-01-13 | 13 | 19 | 2014-01-13 | L5777 |
We can see that the two consumption records, which have little time gap with the car leaving/stopping, exactly have corresponding loyalty card usage. But the other three consumption records should be less rush but didn’t use loyalty card. One possible explaination might be the card stealing. This suspicious activity need to be analyzed further in question 5.
The first step is to find the corresponding records.
knitr::kable(cc %>%
filter(location == "Kronos Mart"),
caption = "Consumption at Kronos Mart") %>%
kableExtra::kable_paper("hover", full_width = F)
| timestamp | location | price | last4ccnum | date | day | hour |
|---|---|---|---|---|---|---|
| 2014-01-10 09:30:00 | Kronos Mart | 203.91 | 7688 | 2014-01-10 | 10 | 9 |
| 2014-01-12 03:39:00 | Kronos Mart | 277.26 | 8156 | 2014-01-12 | 12 | 3 |
| 2014-01-13 03:00:00 | Kronos Mart | 147.30 | 5407 | 2014-01-13 | 13 | 3 |
| 2014-01-13 08:01:00 | Kronos Mart | 159.06 | 6816 | 2014-01-13 | 13 | 8 |
| 2014-01-14 08:20:00 | Kronos Mart | 58.85 | 6899 | 2014-01-14 | 14 | 8 |
| 2014-01-16 07:30:00 | Kronos Mart | 298.83 | 7108 | 2014-01-16 | 16 | 7 |
| 2014-01-17 08:08:00 | Kronos Mart | 286.24 | 1415 | 2014-01-17 | 17 | 8 |
| 2014-01-19 03:13:00 | Kronos Mart | 87.66 | 3484 | 2014-01-19 | 19 | 3 |
| 2014-01-19 03:45:00 | Kronos Mart | 194.51 | 9551 | 2014-01-19 | 19 | 3 |
| 2014-01-19 03:48:00 | Kronos Mart | 150.36 | 8332 | 2014-01-19 | 19 | 3 |
The strange consumption occurred at 3 o’clock on day 19 by the owner of credit cards 3484, 9551, 8332.
Coincidentally, credit card 9551 also appeared in the Anomaly 1.
Day 19 is one day before the employee missing incident. We can check the car stop points in the recent one week to find the reason or any anomalies.
gps2_stop_day_week <- gps2_stop_sf %>%
filter(between(day,13,18))
gps2_stop_day19 <- gps2_stop_sf %>%
filter(day == 19)
map2 <- tm_shape(bgmap) +
tm_rgb(bgmap, r = 1,g = 2,b = 3,
alpha = NA,
saturation = 1,
interpolate = TRUE,
max.value = 255) +
tm_shape(gps2_stop_day_week) +
tm_dots(size = 0.1, alpha = 0.5) +
tm_shape(gps2_stop_day19) +
tm_dots(col = "red", size = 0.1, alpha = 0.5)
tmap_leaflet(map2)
Figure 3: Stop locations from day 13 to day 19
The “Kronos Mart” is located at the west direction with a red symbol. After zooming the map, we can see there were no car stop location near the mart On day 19 (red dot). And several closer red dot, which located at “Roberts and Sons”, were in the afternoon (stop period within 13 to 14 o’clock).
But there are three black dot which are very close to the “Kronos Mart”. Furthermore, The three car stop all started at about 13:30 and ends at about 16:00 on day 18.
The owners of the three cars are listed.
stop_day18 <- gps2_stop_day_week %>%
filter((id == 1 | id == 10 |id == 23)
& day == 18
& start > "2014-01-18 13:00:00"
& end < "2014-01-18 16:00:00")
# convert data type from factor into num, to match the car_assignment
stop_day18$id <- as.numeric(stop_day18$id)
knitr::kable(left_join(stop_day18, car_assignments, by = c("id" = "CarID")),
caption = "The three car stop near Kronos Mart") %>%
kableExtra::kable_paper("hover")
| start | end | id | diff_mins | day | geometry | LastName | FirstName | CurrentEmploymentType | CurrentEmploymentTitle |
|---|---|---|---|---|---|---|---|---|---|
| 2014-01-18 13:48:01 | 2014-01-18 15:14:01 | 23 | 86.0 secs | 18 | POINT (24.8498 36.06586) | Lagos | Varja | Security | Badging Office |
| 2014-01-18 13:29:31 | 2014-01-18 15:52:01 | 10 | 142.5 secs | 18 | POINT (24.84983 36.06588) | Campo-Corrente | Ada | Executive | SVP/CIO |
| 2014-01-18 13:36:43 | 2014-01-18 15:58:01 | 1 | 141.3 secs | 18 | POINT (24.84982 36.06582) | Calixto | Nils | Information Technology | IT Helpdesk |
We can’t get insights from the car owner information since they belong to different employment type. But they stayed at the same location for similar time period. They are very likely to meet each other and do the same thing. Besides, the consumption at 3 o’clock came from 3 credit cards and this meetup also involved in 3 persons.
Thus, one possible explanation of the consumption at mid-night could be that the three car owners came to discuss some plans on day 18 and met again at 3 o’clock on day 19.
Another possible explanation direction could be persons just stayed near the mart, so they don’t need to drive and walked there to make consumption. Or the three person use other vehicles, not from the company, to reach the mart and make consumption.
This suspicious activities will be analyzed further in question 5. It might need to check the behaviors of the three car owners in the 14 days.
画地图时,参考清华的Q3的流程
数据差异的话,除了图一图二中的,还有卡的对应关系不一致,车的数据和卡的数据
S9里的Bipartite:匹配信用卡和会员数据? 美化可以参考-Parallel Sets of https://cheriewpq.shinyapps.io/isss608_group02/ 定义所有car stop大于1分钟的作为一次stop,找出所有stop的gps定位。得到停车的开始结束时间+stop的定位 和cc的数据全连接,然后统计匹配航叔的频次?画出Bipartite?
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suspicious activity: Identify 1- 10 locations where you believe the suspicious activity is occurring, and why Please limit your response to 10 images and 500 words.
卡车,用于非商业活动的也算可疑活动 解释可疑活动时,是以某人做了某件事为理由
day*hour的图片 Now, let’s divide the units from days into hours:
cc_freq_day_hour <- as.data.frame(xtabs(~location++day+hour, data = cc))
cc_freq_day_hour$hour <- as.numeric(levels(cc_freq_day_hour$hour))[cc_freq_day_hour$hour]
p3 <- ggplot(cc_freq_day_hour,aes(x=hour,y=location))+
geom_tile(aes(fill=Freq),color="white")+
scale_fill_gradient(low = "#EFF7FB", high = "#0D2330")+
theme(panel.background = element_blank(),
axis.ticks = element_blank(),
axis.title = element_blank(),
legend.title=element_blank(),
plot.title = element_text(hjust=0.5))+
facet_wrap(~ day, ncol = 7)+
labs(title = "CC Frequency by hour of the day")
ggplotly(p3)
knitr::kable(loyalty) %>%
kableExtra::kable_paper("hover", full_width = F)
| timestamp | location | price | loyaltynum | day |
|---|---|---|---|---|
| 2014-01-06 | Brew’ve Been Served | 4.17 | L2247 | 6 |
| 2014-01-06 | Brew’ve Been Served | 9.60 | L9406 | 6 |
| 2014-01-06 | Hallowed Grounds | 16.53 | L8328 | 6 |
| 2014-01-06 | Coffee Shack | 11.51 | L6417 | 6 |
| 2014-01-06 | Hallowed Grounds | 12.93 | L1107 | 6 |
| 2014-01-06 | Brew’ve Been Served | 4.27 | L4034 | 6 |
| 2014-01-06 | Brew’ve Been Served | 11.20 | L6110 | 6 |
| 2014-01-06 | Brew’ve Been Served | 15.39 | L2343 | 6 |
| 2014-01-06 | Abila Zacharo | 26.93 | L9018 | 6 |
| 2014-01-06 | Hippokampos | 34.03 | L6267 | 6 |
| 2014-01-06 | Kalami Kafenion | 8.64 | L4034 | 6 |
| 2014-01-06 | Katerina’s Café | 33.54 | L6110 | 6 |
| 2014-01-06 | Hippokampos | 36.54 | L1107 | 6 |
| 2014-01-06 | Ouzeri Elian | 20.74 | L2247 | 6 |
| 2014-01-06 | Kalami Kafenion | 13.08 | L6417 | 6 |
| 2014-01-06 | Hippokampos | 38.25 | L2343 | 6 |
| 2014-01-06 | Hippokampos | 30.88 | L9406 | 6 |
| 2014-01-06 | Kalami Kafenion | 27.40 | L8328 | 6 |
| 2014-01-06 | Katerina’s Café | 38.65 | L6110 | 6 |
| 2014-01-06 | Katerina’s Café | 26.46 | L8328 | 6 |
| 2014-01-06 | Frydos Autosupply n’ More | 80.85 | L2343 | 6 |
| 2014-01-06 | Frydos Autosupply n’ More | 175.87 | L2247 | 6 |
| 2014-01-06 | Katerina’s Café | 28.00 | L6267 | 6 |
| 2014-01-06 | Hippokampos | 24.41 | L6417 | 6 |
| 2014-01-06 | Frydos Autosupply n’ More | 89.30 | L4034 | 6 |
| 2014-01-06 | Katerina’s Café | 26.51 | L9406 | 6 |
| 2014-01-07 | Brew’ve Been Served | 12.74 | L2247 | 7 |
| 2014-01-07 | Hallowed Grounds | 8.91 | L8328 | 7 |
| 2014-01-07 | Coffee Shack | 16.63 | L6417 | 7 |
| 2014-01-07 | Brew’ve Been Served | 4.39 | L4034 | 7 |
| 2014-01-07 | Brew’ve Been Served | 11.91 | L9406 | 7 |
| 2014-01-07 | Hallowed Grounds | 8.42 | L1107 | 7 |
| 2014-01-07 | Coffee Cameleon | 12.44 | L9018 | 7 |
| 2014-01-07 | Brew’ve Been Served | 17.40 | L2343 | 7 |
| 2014-01-07 | Hallowed Grounds | 10.33 | L6267 | 7 |
| 2014-01-07 | Brew’ve Been Served | 15.66 | L6110 | 7 |
| 2014-01-07 | Kalami Kafenion | 11.64 | L4034 | 7 |
| 2014-01-07 | Ouzeri Elian | 28.37 | L9406 | 7 |
| 2014-01-07 | Ouzeri Elian | 17.71 | L2247 | 7 |
| 2014-01-07 | Abila Zacharo | 32.40 | L9018 | 7 |
| 2014-01-07 | Gelatogalore | 36.50 | L1107 | 7 |
| 2014-01-07 | Ouzeri Elian | 21.85 | L6110 | 7 |
| 2014-01-07 | Katerina’s Café | 37.44 | L2343 | 7 |
| 2014-01-07 | Gelatogalore | 15.40 | L6267 | 7 |
| 2014-01-07 | Hippokampos | 37.57 | L8328 | 7 |
| 2014-01-07 | Albert’s Fine Clothing | 78.91 | L6417 | 7 |
| 2014-01-07 | Katerina’s Café | 31.60 | L6110 | 7 |
| 2014-01-07 | Katerina’s Café | 25.02 | L2343 | 7 |
| 2014-01-07 | Guy’s Gyros | 23.12 | L2247 | 7 |
| 2014-01-07 | Katerina’s Café | 25.54 | L6267 | 7 |
| 2014-01-07 | Ouzeri Elian | 20.53 | L1107 | 7 |
| 2014-01-08 | Hallowed Grounds | 5.85 | L8328 | 8 |
| 2014-01-08 | Brew’ve Been Served | 3.09 | L9406 | 8 |
| 2014-01-08 | Hallowed Grounds | 3.90 | L1107 | 8 |
| 2014-01-08 | Coffee Shack | 13.13 | L6417 | 8 |
| 2014-01-08 | Brew’ve Been Served | 14.88 | L2247 | 8 |
| 2014-01-08 | Brew’ve Been Served | 8.40 | L4034 | 8 |
| 2014-01-08 | Brew’ve Been Served | 3.92 | L2343 | 8 |
| 2014-01-08 | Hallowed Grounds | 11.63 | L6267 | 8 |
| 2014-01-08 | Brew’ve Been Served | 11.48 | L6110 | 8 |
| 2014-01-08 | Coffee Cameleon | 16.17 | L9018 | 8 |
| 2014-01-08 | Abila Zacharo | 22.13 | L4034 | 8 |
| 2014-01-08 | Gelatogalore | 32.79 | L6110 | 8 |
| 2014-01-08 | Kalami Kafenion | 18.18 | L6267 | 8 |
| 2014-01-08 | Kalami Kafenion | 22.49 | L2343 | 8 |
| 2014-01-08 | Ouzeri Elian | 24.92 | L2247 | 8 |
| 2014-01-08 | Abila Zacharo | 28.25 | L1107 | 8 |
| 2014-01-08 | Gelatogalore | 22.27 | L9018 | 8 |
| 2014-01-08 | Kalami Kafenion | 34.98 | L6417 | 8 |
| 2014-01-08 | Gelatogalore | 39.94 | L9406 | 8 |
| 2014-01-08 | Kalami Kafenion | 31.43 | L8328 | 8 |
| 2014-01-08 | Katerina’s Café | 34.25 | L4034 | 8 |
| 2014-01-08 | Katerina’s Café | 13.83 | L6110 | 8 |
| 2014-01-08 | Frydos Autosupply n’ More | 214.07 | L9018 | 8 |
| 2014-01-08 | Frydos Autosupply n’ More | 268.89 | L6267 | 8 |
| 2014-01-08 | Hippokampos | 16.75 | L6417 | 8 |
| 2014-01-08 | Katerina’s Café | 16.93 | L2343 | 8 |
| 2014-01-09 | Hallowed Grounds | 15.24 | L8328 | 9 |
| 2014-01-09 | Coffee Shack | 5.01 | L6417 | 9 |
| 2014-01-09 | Brew’ve Been Served | 18.25 | L2343 | 9 |
| 2014-01-09 | Hallowed Grounds | 16.72 | L6267 | 9 |
| 2014-01-09 | Coffee Cameleon | 4.88 | L9018 | 9 |
| 2014-01-09 | Hallowed Grounds | 15.33 | L1107 | 9 |
| 2014-01-09 | Gelatogalore | 19.20 | L4034 | 9 |
| 2014-01-09 | Hippokampos | 27.47 | L9018 | 9 |
| 2014-01-09 | Gelatogalore | 23.23 | L6110 | 9 |
| 2014-01-09 | Hippokampos | 19.22 | L2247 | 9 |
| 2014-01-09 | Gelatogalore | 24.68 | L1107 | 9 |
| 2014-01-09 | Kalami Kafenion | 19.84 | L9406 | 9 |
| 2014-01-09 | Kalami Kafenion | 10.94 | L8328 | 9 |
| 2014-01-09 | Kalami Kafenion | 35.99 | L6267 | 9 |
| 2014-01-09 | Guy’s Gyros | 27.69 | L2343 | 9 |
| 2014-01-09 | Gelatogalore | 36.75 | L6417 | 9 |
| 2014-01-09 | Katerina’s Café | 35.92 | L8328 | 9 |
| 2014-01-09 | Katerina’s Café | 26.60 | L9406 | 9 |
| 2014-01-09 | Katerina’s Café | 30.97 | L6267 | 9 |
| 2014-01-09 | Katerina’s Café | 29.82 | L2343 | 9 |
| 2014-01-09 | Albert’s Fine Clothing | 224.52 | L6417 | 9 |
| 2014-01-09 | Katerina’s Café | 13.78 | L4034 | 9 |
| 2014-01-09 | Guy’s Gyros | 8.23 | L2247 | 9 |
| 2014-01-09 | Shoppers’ Delight | 258.43 | L1107 | 9 |
| 2014-01-10 | Hallowed Grounds | 16.75 | L8328 | 10 |
| 2014-01-10 | Brew’ve Been Served | 4.88 | L9406 | 10 |
| 2014-01-10 | Hallowed Grounds | 17.63 | L1107 | 10 |
| 2014-01-10 | Coffee Cameleon | 9.69 | L9018 | 10 |
| 2014-01-10 | Brew’ve Been Served | 5.91 | L2247 | 10 |
| 2014-01-10 | Hallowed Grounds | 9.34 | L6267 | 10 |
| 2014-01-10 | Brew’ve Been Served | 14.36 | L6110 | 10 |
| 2014-01-10 | Katerina’s Café | 21.22 | L9018 | 10 |
| 2014-01-10 | Abila Zacharo | 31.34 | L1107 | 10 |
| 2014-01-10 | Kalami Kafenion | 27.48 | L4034 | 10 |
| 2014-01-10 | Guy’s Gyros | 38.15 | L6110 | 10 |
| 2014-01-10 | Ouzeri Elian | 24.74 | L2247 | 10 |
| 2014-01-10 | Guy’s Gyros | 16.34 | L8328 | 10 |
| 2014-01-10 | Abila Zacharo | 9.32 | L6267 | 10 |
| 2014-01-10 | Gelatogalore | 32.19 | L2343 | 10 |
| 2014-01-10 | Hippokampos | 19.88 | L6417 | 10 |
| 2014-01-10 | Frydos Autosupply n’ More | 43.65 | L2343 | 10 |
| 2014-01-10 | Katerina’s Café | 8.14 | L6110 | 10 |
| 2014-01-10 | Katerina’s Café | 21.28 | L4034 | 10 |
| 2014-01-10 | Guy’s Gyros | 25.81 | L2247 | 10 |
| 2014-01-11 | Katerina’s Café | 45.21 | L9018 | 11 |
| 2014-01-11 | Hippokampos | 22.23 | L6267 | 11 |
| 2014-01-11 | Kalami Kafenion | 35.66 | L6417 | 11 |
| 2014-01-11 | Shoppers’ Delight | 238.52 | L9018 | 11 |
| 2014-01-11 | General Grocer | 78.02 | L8328 | 11 |
| 2014-01-11 | Katerina’s Café | 20.71 | L6267 | 11 |
| 2014-01-11 | Guy’s Gyros | 36.20 | L2247 | 11 |
| 2014-01-11 | Katerina’s Café | 25.76 | L9406 | 11 |
| 2014-01-11 | Katerina’s Café | 52.45 | L2343 | 11 |
| 2014-01-11 | Frydos Autosupply n’ More | 236.25 | L8328 | 11 |
| 2014-01-11 | Hippokampos | 69.80 | L6417 | 11 |
| 2014-01-11 | Katerina’s Café | 94.68 | L9018 | 11 |
| 2014-01-12 | Ouzeri Elian | 98.45 | L4034 | 12 |
| 2014-01-12 | Hippokampos | 29.20 | L6417 | 12 |
| 2014-01-12 | Guy’s Gyros | 30.47 | L8328 | 12 |
| 2014-01-12 | Kronos Mart | 147.30 | L4034 | 12 |
| 2014-01-12 | General Grocer | 159.30 | L6417 | 12 |
| 2014-01-12 | Katerina’s Café | 40.94 | L4034 | 12 |
| 2014-01-12 | Frydos Autosupply n’ More | 88.93 | L2247 | 12 |
| 2014-01-12 | Katerina’s Café | 39.30 | L8328 | 12 |
| 2014-01-12 | Katerina’s Café | 16.34 | L6110 | 12 |
| 2014-01-12 | Katerina’s Café | 40.25 | L9406 | 12 |
| 2014-01-12 | Frydos Autosupply n’ More | 161.96 | L2343 | 12 |
| 2014-01-13 | Brew’ve Been Served | 9.53 | L9406 | 13 |
| 2014-01-13 | Hallowed Grounds | 6.32 | L6267 | 13 |
| 2014-01-13 | Brew’ve Been Served | 13.37 | L6110 | 13 |
| 2014-01-13 | Coffee Cameleon | 17.49 | L9018 | 13 |
| 2014-01-13 | Coffee Shack | 4.09 | L6417 | 13 |
| 2014-01-13 | Hallowed Grounds | 15.96 | L1107 | 13 |
| 2014-01-13 | Brew’ve Been Served | 19.89 | L2343 | 13 |
| 2014-01-13 | Katerina’s Café | 38.98 | L9018 | 13 |
| 2014-01-13 | Hippokampos | 14.04 | L4034 | 13 |
| 2014-01-13 | Guy’s Gyros | 21.03 | L6110 | 13 |
| 2014-01-13 | Kalami Kafenion | 20.33 | L2247 | 13 |
| 2014-01-13 | Gelatogalore | 36.24 | L2343 | 13 |
| 2014-01-13 | Guy’s Gyros | 38.07 | L6417 | 13 |
| 2014-01-13 | Gelatogalore | 37.17 | L1107 | 13 |
| 2014-01-13 | Hippokampos | 26.96 | L9406 | 13 |
| 2014-01-13 | Guy’s Gyros | 36.87 | L8328 | 13 |
| 2014-01-13 | Frydos Autosupply n’ More | 188.57 | L8328 | 13 |
| 2014-01-13 | Frydos Autosupply n’ More | 64.60 | L6110 | 13 |
| 2014-01-13 | Ouzeri Elian | 21.83 | L1107 | 13 |
| 2014-01-13 | Katerina’s Café | 33.57 | L4034 | 13 |
| 2014-01-13 | Guy’s Gyros | 19.77 | L2247 | 13 |
| 2014-01-13 | Hippokampos | 32.29 | L6417 | 13 |
| 2014-01-13 | Frydos Autosupply n’ More | 202.05 | L9018 | 13 |
| 2014-01-14 | Brew’ve Been Served | 14.67 | L2247 | 14 |
| 2014-01-14 | Hallowed Grounds | 16.67 | L8328 | 14 |
| 2014-01-14 | Brew’ve Been Served | 14.04 | L9406 | 14 |
| 2014-01-14 | Brew’ve Been Served | 9.53 | L2343 | 14 |
| 2014-01-14 | Coffee Cameleon | 11.67 | L9018 | 14 |
| 2014-01-14 | Hallowed Grounds | 10.65 | L1107 | 14 |
| 2014-01-14 | Brew’ve Been Served | 16.39 | L4034 | 14 |
| 2014-01-14 | Coffee Shack | 3.63 | L6417 | 14 |
| 2014-01-14 | Hallowed Grounds | 6.16 | L6267 | 14 |
| 2014-01-14 | Brew’ve Been Served | 11.53 | L6110 | 14 |
| 2014-01-14 | Abila Zacharo | 31.09 | L6110 | 14 |
| 2014-01-14 | Kalami Kafenion | 33.13 | L4034 | 14 |
| 2014-01-14 | Katerina’s Café | 11.26 | L9018 | 14 |
| 2014-01-14 | Katerina’s Café | 31.69 | L6267 | 14 |
| 2014-01-14 | Ouzeri Elian | 33.67 | L1107 | 14 |
| 2014-01-14 | Kalami Kafenion | 27.65 | L9406 | 14 |
| 2014-01-14 | Gelatogalore | 35.97 | L2247 | 14 |
| 2014-01-14 | Ouzeri Elian | 19.70 | L6417 | 14 |
| 2014-01-14 | Gelatogalore | 22.03 | L8328 | 14 |
| 2014-01-14 | Hippokampos | 16.73 | L2343 | 14 |
| 2014-01-14 | Guy’s Gyros | 35.12 | L2247 | 14 |
| 2014-01-14 | Katerina’s Café | 31.94 | L4034 | 14 |
| 2014-01-14 | Katerina’s Café | 26.61 | L2343 | 14 |
| 2014-01-14 | Ouzeri Elian | 20.95 | L1107 | 14 |
| 2014-01-14 | Katerina’s Café | 25.40 | L6110 | 14 |
| 2014-01-14 | Katerina’s Café | 28.05 | L6267 | 14 |
| 2014-01-14 | Frydos Autosupply n’ More | 49.21 | L9406 | 14 |
| 2014-01-15 | Hallowed Grounds | 18.69 | L6267 | 15 |
| 2014-01-15 | Brew’ve Been Served | 3.14 | L9406 | 15 |
| 2014-01-15 | Brew’ve Been Served | 8.42 | L2247 | 15 |
| 2014-01-15 | Brew’ve Been Served | 5.75 | L6110 | 15 |
| 2014-01-15 | Coffee Shack | 18.17 | L6417 | 15 |
| 2014-01-15 | Coffee Cameleon | 16.31 | L9018 | 15 |
| 2014-01-15 | Hallowed Grounds | 14.39 | L1107 | 15 |
| 2014-01-15 | Brew’ve Been Served | 3.47 | L2343 | 15 |
| 2014-01-15 | Katerina’s Café | 28.56 | L9018 | 15 |
| 2014-01-15 | Kalami Kafenion | 38.50 | L4034 | 15 |
| 2014-01-15 | Ouzeri Elian | 25.70 | L2247 | 15 |
| 2014-01-15 | Kalami Kafenion | 37.15 | L6110 | 15 |
| 2014-01-15 | Guy’s Gyros | 12.19 | L6267 | 15 |
| 2014-01-15 | Gelatogalore | 24.96 | L6417 | 15 |
| 2014-01-15 | Ouzeri Elian | 26.61 | L8328 | 15 |
| 2014-01-15 | Guy’s Gyros | 16.58 | L2343 | 15 |
| 2014-01-15 | Gelatogalore | 22.36 | L1107 | 15 |
| 2014-01-15 | Abila Zacharo | 26.82 | L9406 | 15 |
| 2014-01-15 | Katerina’s Café | 36.80 | L6267 | 15 |
| 2014-01-15 | Guy’s Gyros | 24.91 | L2247 | 15 |
| 2014-01-15 | Katerina’s Café | 38.81 | L4034 | 15 |
| 2014-01-15 | Katerina’s Café | 29.33 | L6110 | 15 |
| 2014-01-15 | Katerina’s Café | 29.66 | L9018 | 15 |
| 2014-01-15 | Katerina’s Café | 21.61 | L2343 | 15 |
| 2014-01-15 | Albert’s Fine Clothing | 228.15 | L6417 | 15 |
| 2014-01-15 | Frydos Autosupply n’ More | 276.88 | L9406 | 15 |
| 2014-01-15 | Ouzeri Elian | 8.57 | L1107 | 15 |
| 2014-01-16 | Brew’ve Been Served | 5.05 | L2247 | 16 |
| 2014-01-16 | Hallowed Grounds | 17.92 | L8328 | 16 |
| 2014-01-16 | Coffee Shack | 10.48 | L6417 | 16 |
| 2014-01-16 | Brew’ve Been Served | 3.84 | L9406 | 16 |
| 2014-01-16 | Coffee Cameleon | 3.14 | L9018 | 16 |
| 2014-01-16 | Hallowed Grounds | 18.23 | L6267 | 16 |
| 2014-01-16 | Hallowed Grounds | 4.60 | L1107 | 16 |
| 2014-01-16 | Brew’ve Been Served | 11.21 | L6110 | 16 |
| 2014-01-16 | Katerina’s Café | 39.74 | L4034 | 16 |
| 2014-01-16 | Hippokampos | 13.05 | L6267 | 16 |
| 2014-01-16 | Abila Zacharo | 24.38 | L9406 | 16 |
| 2014-01-16 | Katerina’s Café | 38.32 | L2247 | 16 |
| 2014-01-16 | Kalami Kafenion | 9.27 | L2343 | 16 |
| 2014-01-16 | Ouzeri Elian | 8.52 | L9018 | 16 |
| 2014-01-16 | Ouzeri Elian | 8.47 | L6417 | 16 |
| 2014-01-16 | Ouzeri Elian | 31.21 | L1107 | 16 |
| 2014-01-16 | Guy’s Gyros | 36.48 | L8328 | 16 |
| 2014-01-16 | Octavio’s Office Supplies | 131.01 | L2247 | 16 |
| 2014-01-16 | Katerina’s Café | 13.68 | L6110 | 16 |
| 2014-01-16 | Katerina’s Café | 29.30 | L4034 | 16 |
| 2014-01-16 | Albert’s Fine Clothing | 283.38 | L6417 | 16 |
| 2014-01-16 | Katerina’s Café | 18.79 | L8328 | 16 |
| 2014-01-16 | Ouzeri Elian | 22.65 | L1107 | 16 |
| 2014-01-16 | Katerina’s Café | 35.43 | L9018 | 16 |
| 2014-01-16 | Katerina’s Café | 30.56 | L2343 | 16 |
| 2014-01-16 | Frydos Autosupply n’ More | 130.01 | L9406 | 16 |
| 2014-01-17 | Brew’ve Been Served | 11.69 | L2247 | 17 |
| 2014-01-17 | Brew’ve Been Served | 8.07 | L9406 | 17 |
| 2014-01-17 | Coffee Shack | 19.16 | L6417 | 17 |
| 2014-01-17 | Hallowed Grounds | 5.52 | L6267 | 17 |
| 2014-01-17 | Coffee Cameleon | 7.49 | L9018 | 17 |
| 2014-01-17 | Brew’ve Been Served | 18.15 | L4034 | 17 |
| 2014-01-17 | Brew’ve Been Served | 14.58 | L6110 | 17 |
| 2014-01-17 | Hippokampos | 38.21 | L9018 | 17 |
| 2014-01-17 | Gelatogalore | 18.10 | L1107 | 17 |
| 2014-01-17 | Hippokampos | 23.54 | L6267 | 17 |
| 2014-01-17 | Kalami Kafenion | 24.21 | L6110 | 17 |
| 2014-01-17 | Guy’s Gyros | 15.12 | L2343 | 17 |
| 2014-01-17 | Guy’s Gyros | 21.10 | L6417 | 17 |
| 2014-01-17 | Abila Zacharo | 11.95 | L2247 | 17 |
| 2014-01-17 | Katerina’s Café | 30.72 | L9406 | 17 |
| 2014-01-17 | Ouzeri Elian | 26.10 | L8328 | 17 |
| 2014-01-17 | Katerina’s Café | 21.16 | L9018 | 17 |
| 2014-01-17 | Hippokampos | 19.76 | L6417 | 17 |
| 2014-01-17 | Frydos Autosupply n’ More | 124.52 | L9406 | 17 |
| 2014-01-17 | Katerina’s Café | 14.93 | L8328 | 17 |
| 2014-01-17 | Katerina’s Café | 36.12 | L2343 | 17 |
| 2014-01-17 | Ouzeri Elian | 26.40 | L1107 | 17 |
| 2014-01-17 | Katerina’s Café | 33.73 | L4034 | 17 |
| 2014-01-17 | Frydos Autosupply n’ More | 67.29 | L2247 | 17 |
| 2014-01-18 | Katerina’s Café | 34.54 | L6267 | 18 |
| 2014-01-18 | Kalami Kafenion | 30.12 | L2247 | 18 |
| 2014-01-18 | Kalami Kafenion | 42.73 | L2343 | 18 |
| 2014-01-18 | Gelatogalore | 24.38 | L1107 | 18 |
| 2014-01-18 | Katerina’s Café | 37.26 | L6110 | 18 |
| 2014-01-18 | Frydos Autosupply n’ More | 103.41 | L2247 | 18 |
| 2014-01-18 | Albert’s Fine Clothing | 189.52 | L6267 | 18 |
| 2014-01-18 | Frydos Autosupply n’ More | 234.53 | L4034 | 18 |
| 2014-01-18 | Guy’s Gyros | 28.07 | L2247 | 18 |
| 2014-01-18 | Ouzeri Elian | 14.90 | L1107 | 18 |
| 2014-01-18 | Katerina’s Café | 32.68 | L9018 | 18 |
| 2014-01-18 | Katerina’s Café | 45.88 | L6110 | 18 |
| 2014-01-18 | Hippokampos | 55.03 | L6417 | 18 |
| 2014-01-06 | Albert’s Fine Clothing | 276.90 | L5777 | 6 |
| 2014-01-06 | Hallowed Grounds | 8.05 | L5777 | 6 |
| 2014-01-06 | Bean There Done That | 10.28 | L7783 | 6 |
| 2014-01-06 | Guy’s Gyros | 15.44 | L7783 | 6 |
| 2014-01-06 | Hippokampos | 21.33 | L7783 | 6 |
| 2014-01-06 | Bean There Done That | 16.09 | L3191 | 6 |
| 2014-01-06 | Guy’s Gyros | 30.82 | L3191 | 6 |
| 2014-01-06 | Abila Zacharo | 30.08 | L4164 | 6 |
| 2014-01-06 | Brewed Awakenings | 5.72 | L4164 | 6 |
| 2014-01-06 | Hippokampos | 17.27 | L4164 | 6 |
| 2014-01-06 | Jack’s Magical Beans | 11.03 | L6267 | 6 |
| 2014-01-06 | Katerina’s Café | 18.56 | L6267 | 6 |
| 2014-01-06 | Coffee Cameleon | 8.73 | L1682 | 6 |
| 2014-01-06 | Gelatogalore | 12.74 | L1682 | 6 |
| 2014-01-06 | Katerina’s Café | 23.63 | L1682 | 6 |
| 2014-01-06 | Brew’ve Been Served | 18.24 | L1485 | 6 |
| 2014-01-06 | Katerina’s Café | 39.41 | L1485 | 6 |
| 2014-01-06 | Brewed Awakenings | 16.89 | L5947 | 6 |
| 2014-01-06 | Ouzeri Elian | 38.90 | L5947 | 6 |
| 2014-01-06 | Gelatogalore | 22.64 | L6119 | 6 |
| 2014-01-06 | Bean There Done That | 8.54 | L3014 | 6 |
| 2014-01-06 | Hippokampos | 8.64 | L3014 | 6 |
| 2014-01-06 | Hippokampos | 26.80 | L3014 | 6 |
| 2014-01-06 | Brewed Awakenings | 4.35 | L2070 | 6 |
| 2014-01-06 | Hippokampos | 20.61 | L2070 | 6 |
| 2014-01-06 | Bean There Done That | 5.24 | L4149 | 6 |
| 2014-01-06 | Hippokampos | 35.34 | L4149 | 6 |
| 2014-01-06 | Abila Zacharo | 18.11 | L6544 | 6 |
| 2014-01-06 | Guy’s Gyros | 15.29 | L6544 | 6 |
| 2014-01-06 | Hallowed Grounds | 12.22 | L6544 | 6 |
| 2014-01-06 | Hallowed Grounds | 10.07 | L4424 | 6 |
| 2014-01-06 | Katerina’s Café | 13.59 | L4424 | 6 |
| 2014-01-06 | Katerina’s Café | 12.32 | L4424 | 6 |
| 2014-01-06 | Brew’ve Been Served | 8.88 | L5259 | 6 |
| 2014-01-06 | Gelatogalore | 23.41 | L5259 | 6 |
| 2014-01-06 | Guy’s Gyros | 28.94 | L5259 | 6 |
| 2014-01-06 | Brew’ve Been Served | 4.24 | L3800 | 6 |
| 2014-01-06 | Guy’s Gyros | 16.92 | L3800 | 6 |
| 2014-01-06 | Guy’s Gyros | 39.29 | L3800 | 6 |
| 2014-01-06 | Hallowed Grounds | 16.72 | L5553 | 6 |
| 2014-01-06 | Katerina’s Café | 32.64 | L5553 | 6 |
| 2014-01-06 | Bean There Done That | 4.27 | L3366 | 6 |
| 2014-01-06 | Hippokampos | 25.50 | L3366 | 6 |
| 2014-01-06 | Ouzeri Elian | 20.40 | L3366 | 6 |
| 2014-01-06 | Brew’ve Been Served | 8.33 | L8148 | 6 |
| 2014-01-06 | Guy’s Gyros | 37.82 | L8148 | 6 |
| 2014-01-06 | Ouzeri Elian | 20.56 | L8148 | 6 |
| 2014-01-06 | Carlyle Chemical Inc. | 3959.66 | L4063 | 6 |
| 2014-01-06 | Abila Airport | 4540.08 | L4063 | 6 |
| 2014-01-06 | Abila Airport | 777.06 | L4063 | 6 |
| 2014-01-06 | Kronos Pipe and Irrigation | 242.21 | L4063 | 6 |
| 2014-01-06 | Maximum Iron and Steel | 2859.51 | L4063 | 6 |
| 2014-01-06 | Ouzeri Elian | 16.84 | L4063 | 6 |
| 2014-01-06 | Brew’ve Been Served | 14.97 | L3572 | 6 |
| 2014-01-06 | Brew’ve Been Served | 3.67 | L2490 | 6 |
| 2014-01-06 | Guy’s Gyros | 22.57 | L2490 | 6 |
| 2014-01-06 | Kalami Kafenion | 30.10 | L2490 | 6 |
| 2014-01-06 | U-Pump | 59.51 | L2490 | 6 |
| 2014-01-06 | Abila Airport | 612.47 | L2769 | 6 |
| 2014-01-06 | Albert’s Fine Clothing | 121.76 | L2169 | 6 |
| 2014-01-06 | Brew’ve Been Served | 15.58 | L2169 | 6 |
| 2014-01-06 | Kalami Kafenion | 22.31 | L2169 | 6 |
| 2014-01-06 | Nationwide Refinery | 761.64 | L9633 | 6 |
| 2014-01-06 | Stewart and Sons Fabrication | 2144.62 | L9633 | 6 |
| 2014-01-06 | Coffee Cameleon | 11.86 | L9637 | 6 |
| 2014-01-06 | Frydos Autosupply n’ More | 197.32 | L9637 | 6 |
| 2014-01-06 | Frydos Autosupply n’ More | 274.98 | L8012 | 6 |
| 2014-01-06 | Guy’s Gyros | 11.22 | L8012 | 6 |
| 2014-01-06 | Abila Zacharo | 50.14 | L3288 | 6 |
| 2014-01-06 | Frydos Autosupply n’ More | 253.87 | L3288 | 6 |
| 2014-01-06 | Jack’s Magical Beans | 18.59 | L3288 | 6 |
| 2014-01-06 | Gelatogalore | 36.33 | L7814 | 6 |
| 2014-01-06 | Hallowed Grounds | 10.66 | L7814 | 6 |
| 2014-01-06 | Katerina’s Café | 26.10 | L7814 | 6 |
| 2014-01-06 | Abila Zacharo | 23.15 | L3259 | 6 |
| 2014-01-06 | Brew’ve Been Served | 12.83 | L3259 | 6 |
| 2014-01-06 | Katerina’s Café | 17.92 | L3259 | 6 |
| 2014-01-06 | Coffee Cameleon | 8.39 | L3295 | 6 |
| 2014-01-06 | Katerina’s Café | 15.52 | L3295 | 6 |
| 2014-01-06 | Ouzeri Elian | 30.87 | L3295 | 6 |
| 2014-01-06 | Brew’ve Been Served | 5.66 | L9363 | 6 |
| 2014-01-06 | Guy’s Gyros | 11.94 | L9363 | 6 |
| 2014-01-06 | Katerina’s Café | 19.65 | L9363 | 6 |
| 2014-01-06 | Jack’s Magical Beans | 7.84 | L5224 | 6 |
| 2014-01-06 | Brew’ve Been Served | 16.90 | L7291 | 6 |
| 2014-01-06 | Ouzeri Elian | 34.71 | L7291 | 6 |
| 2014-01-06 | Brew’ve Been Served | 11.34 | L8566 | 6 |
| 2014-01-06 | Hippokampos | 13.26 | L8566 | 6 |
| 2014-01-06 | Abila Zacharo | 12.05 | L9254 | 6 |
| 2014-01-06 | Brew’ve Been Served | 10.68 | L9254 | 6 |
| 2014-01-06 | Shoppers’ Delight | 293.67 | L9254 | 6 |
| 2014-01-06 | Guy’s Gyros | 19.67 | L6886 | 6 |
| 2014-01-06 | Jack’s Magical Beans | 18.10 | L6886 | 6 |
| 2014-01-07 | Gelatogalore | 21.52 | L5777 | 7 |
| 2014-01-07 | Hallowed Grounds | 4.44 | L5777 | 7 |
| 2014-01-07 | Ouzeri Elian | 25.27 | L5777 | 7 |
| 2014-01-07 | Abila Zacharo | 13.52 | L7783 | 7 |
| 2014-01-07 | Bean There Done That | 11.25 | L7783 | 7 |
| 2014-01-07 | Hippokampos | 11.56 | L7783 | 7 |
| 2014-01-07 | Guy’s Gyros | 10.11 | L3191 | 7 |
| 2014-01-07 | Abila Zacharo | 12.72 | L4164 | 7 |
| 2014-01-07 | Hippokampos | 15.85 | L4164 | 7 |
| 2014-01-07 | Abila Zacharo | 22.25 | L6267 | 7 |
| 2014-01-07 | Jack’s Magical Beans | 3.68 | L6267 | 7 |
| 2014-01-07 | Coffee Cameleon | 7.66 | L1682 | 7 |
| 2014-01-07 | Gelatogalore | 34.04 | L1682 | 7 |
| 2014-01-07 | Katerina’s Café | 19.49 | L1682 | 7 |
| 2014-01-07 | Brewed Awakenings | 4.84 | L1485 | 7 |
| 2014-01-07 | Guy’s Gyros | 22.33 | L1485 | 7 |
| 2014-01-07 | Hippokampos | 31.69 | L1485 | 7 |
| 2014-01-07 | Brewed Awakenings | 11.59 | L5947 | 7 |
| 2014-01-07 | Guy’s Gyros | 34.09 | L5947 | 7 |
| 2014-01-07 | Hippokampos | 21.20 | L5947 | 7 |
| 2014-01-07 | Hallowed Grounds | 14.05 | L6119 | 7 |
| 2014-01-07 | Katerina’s Café | 22.27 | L6119 | 7 |
| 2014-01-07 | Katerina’s Café | 14.75 | L6119 | 7 |
| 2014-01-07 | Bean There Done That | 13.89 | L3014 | 7 |
| 2014-01-07 | Hippokampos | 20.17 | L3014 | 7 |
| 2014-01-07 | Kalami Kafenion | 22.83 | L3014 | 7 |
| 2014-01-07 | Brewed Awakenings | 6.72 | L2070 | 7 |
| 2014-01-07 | Gelatogalore | 35.06 | L2070 | 7 |
| 2014-01-07 | Hippokampos | 22.18 | L2070 | 7 |
| 2014-01-07 | Bean There Done That | 8.03 | L4149 | 7 |
| 2014-01-07 | Hippokampos | 10.19 | L4149 | 7 |
| 2014-01-07 | Hallowed Grounds | 18.97 | L6544 | 7 |
| 2014-01-07 | Kalami Kafenion | 22.14 | L6544 | 7 |
| 2014-01-07 | Gelatogalore | 31.77 | L4424 | 7 |
| 2014-01-07 | Abila Zacharo | 25.90 | L5259 | 7 |
| 2014-01-07 | Guy’s Gyros | 14.87 | L5259 | 7 |
| 2014-01-07 | Brew’ve Been Served | 5.08 | L3800 | 7 |
| 2014-01-07 | Guy’s Gyros | 22.25 | L3800 | 7 |
| 2014-01-07 | Kalami Kafenion | 25.90 | L3800 | 7 |
| 2014-01-07 | Guy’s Gyros | 12.57 | L5553 | 7 |
| 2014-01-07 | Hallowed Grounds | 9.92 | L5553 | 7 |
| 2014-01-07 | Katerina’s Café | 17.26 | L5553 | 7 |
| 2014-01-07 | Albert’s Fine Clothing | 228.36 | L3366 | 7 |
| 2014-01-07 | Bean There Done That | 6.25 | L3366 | 7 |
| 2014-01-07 | Ouzeri Elian | 24.84 | L3366 | 7 |
| 2014-01-07 | Guy’s Gyros | 11.31 | L8148 | 7 |
| 2014-01-07 | Abila Airport | 3840.37 | L7761 | 7 |
| 2014-01-07 | Stewart and Sons Fabrication | 1200.90 | L7761 | 7 |
| 2014-01-07 | Brew’ve Been Served | 11.92 | L3572 | 7 |
| 2014-01-07 | Brew’ve Been Served | 9.06 | L2490 | 7 |
| 2014-01-07 | Guy’s Gyros | 31.23 | L2490 | 7 |
| 2014-01-07 | Katerina’s Café | 31.41 | L2490 | 7 |
| 2014-01-07 | Abila Airport | 124.89 | L2769 | 7 |
| 2014-01-07 | Abila Airport | 3411.29 | L2769 | 7 |
| 2014-01-07 | Brew’ve Been Served | 3.00 | L2169 | 7 |
| 2014-01-07 | Katerina’s Café | 10.90 | L2169 | 7 |
| 2014-01-07 | Carlyle Chemical Inc. | 3827.20 | L5756 | 7 |
| 2014-01-07 | Katerina’s Café | 19.07 | L5756 | 7 |
| 2014-01-07 | Nationwide Refinery | 1562.66 | L5756 | 7 |
| 2014-01-07 | Nationwide Refinery | 1347.36 | L9633 | 7 |
| 2014-01-07 | Stewart and Sons Fabrication | 1783.33 | L9633 | 7 |
| 2014-01-07 | Kronos Pipe and Irrigation | 3920.82 | L8477 | 7 |
| 2014-01-07 | Maximum Iron and Steel | 3207.31 | L8477 | 7 |
| 2014-01-07 | Coffee Cameleon | 11.55 | L9637 | 7 |
| 2014-01-07 | Katerina’s Café | 10.07 | L9637 | 7 |
| 2014-01-07 | Ouzeri Elian | 29.10 | L9637 | 7 |
| 2014-01-07 | Hallowed Grounds | 7.88 | L8012 | 7 |
| 2014-01-07 | Katerina’s Café | 18.35 | L8012 | 7 |
| 2014-01-07 | Jack’s Magical Beans | 18.77 | L3288 | 7 |
| 2014-01-07 | Kalami Kafenion | 45.05 | L3288 | 7 |
| 2014-01-07 | Ouzeri Elian | 11.41 | L3288 | 7 |
| 2014-01-07 | Hallowed Grounds | 9.61 | L7814 | 7 |
| 2014-01-07 | Hippokampos | 16.11 | L7814 | 7 |
| 2014-01-07 | Katerina’s Café | 32.83 | L7814 | 7 |
| 2014-01-07 | Brew’ve Been Served | 14.49 | L3259 | 7 |
| 2014-01-07 | Gelatogalore | 17.21 | L3259 | 7 |
| 2014-01-07 | Katerina’s Café | 33.29 | L3259 | 7 |
| 2014-01-07 | Coffee Cameleon | 9.10 | L3295 | 7 |
| 2014-01-07 | Gelatogalore | 8.97 | L3295 | 7 |
| 2014-01-07 | Katerina’s Café | 19.53 | L3295 | 7 |
| 2014-01-07 | Brew’ve Been Served | 7.74 | L9363 | 7 |
| 2014-01-07 | Frydos Autosupply n’ More | 272.73 | L9363 | 7 |
| 2014-01-07 | Ouzeri Elian | 19.51 | L9363 | 7 |
| 2014-01-07 | Abila Scrapyard | 2149.28 | L3317 | 7 |
| 2014-01-07 | Abila Airport | 1641.96 | L3317 | 7 |
| 2014-01-07 | Nationwide Refinery | 889.58 | L3317 | 7 |
| 2014-01-07 | Guy’s Gyros | 29.57 | L5224 | 7 |
| 2014-01-07 | Jack’s Magical Beans | 19.61 | L5224 | 7 |
| 2014-01-07 | Abila Zacharo | 17.81 | L7291 | 7 |
| 2014-01-07 | Brew’ve Been Served | 18.53 | L7291 | 7 |
| 2014-01-07 | Kalami Kafenion | 18.06 | L8566 | 7 |
| 2014-01-07 | Brewed Awakenings | 12.59 | L9254 | 7 |
| 2014-01-07 | Guy’s Gyros | 38.56 | L9254 | 7 |
| 2014-01-07 | Guy’s Gyros | 9.76 | L9254 | 7 |
| 2014-01-07 | Gelatogalore | 8.98 | L6886 | 7 |
| 2014-01-07 | Hippokampos | 37.88 | L6886 | 7 |
| 2014-01-07 | Jack’s Magical Beans | 9.84 | L6886 | 7 |
| 2014-01-08 | Hippokampos | 39.80 | L5777 | 8 |
| 2014-01-08 | Ouzeri Elian | 10.81 | L5777 | 8 |
| 2014-01-08 | Abila Zacharo | 14.41 | L7783 | 8 |
| 2014-01-08 | Bean There Done That | 17.45 | L7783 | 8 |
| 2014-01-08 | Hippokampos | 10.52 | L7783 | 8 |
| 2014-01-08 | Albert’s Fine Clothing | 136.01 | L3191 | 8 |
| 2014-01-08 | Bean There Done That | 12.07 | L3191 | 8 |
| 2014-01-08 | Hippokampos | 28.79 | L3191 | 8 |
| 2014-01-08 | Brewed Awakenings | 11.73 | L4164 | 8 |
| 2014-01-08 | Hippokampos | 26.31 | L4164 | 8 |
| 2014-01-08 | Ouzeri Elian | 32.61 | L4164 | 8 |
| 2014-01-08 | Jack’s Magical Beans | 3.96 | L6267 | 8 |
| 2014-01-08 | Katerina’s Café | 8.53 | L6267 | 8 |
| 2014-01-08 | Ouzeri Elian | 29.85 | L6267 | 8 |
| 2014-01-08 | Coffee Cameleon | 6.59 | L1682 | 8 |
| 2014-01-08 | Hippokampos | 16.59 | L1682 | 8 |
| 2014-01-08 | Katerina’s Café | 19.12 | L1682 | 8 |
| 2014-01-08 | Brew’ve Been Served | 12.92 | L1485 | 8 |
| 2014-01-08 | Frank’s Fuel | 65.34 | L1485 | 8 |
| 2014-01-08 | Frydos Autosupply n’ More | 182.56 | L1485 | 8 |
| 2014-01-08 | Guy’s Gyros | 17.90 | L1485 | 8 |
| 2014-01-08 | Brewed Awakenings | 12.32 | L5947 | 8 |
| 2014-01-08 | Chostus Hotel | 107.51 | L5947 | 8 |
| 2014-01-08 | Hippokampos | 16.54 | L5947 | 8 |
| 2014-01-08 | Gelatogalore | 35.29 | L6119 | 8 |
| 2014-01-08 | Hallowed Grounds | 19.92 | L6119 | 8 |
| 2014-01-08 | Katerina’s Café | 36.60 | L6119 | 8 |
| 2014-01-08 | Hippokampos | 12.62 | L3014 | 8 |
| 2014-01-08 | Hippokampos | 26.55 | L2070 | 8 |
| 2014-01-08 | Hippokampos | 15.64 | L2070 | 8 |
| 2014-01-08 | Bean There Done That | 14.96 | L4149 | 8 |
| 2014-01-08 | Hippokampos | 37.89 | L4149 | 8 |
| 2014-01-08 | General Grocer | 265.84 | L6544 | 8 |
| 2014-01-08 | Guy’s Gyros | 15.86 | L4424 | 8 |
| 2014-01-08 | Hallowed Grounds | 8.15 | L4424 | 8 |
| 2014-01-08 | Katerina’s Café | 27.87 | L4424 | 8 |
| 2014-01-08 | Brew’ve Been Served | 17.13 | L5259 | 8 |
| 2014-01-08 | Gelatogalore | 36.72 | L5259 | 8 |
| 2014-01-08 | Brew’ve Been Served | 3.42 | L3800 | 8 |
| 2014-01-08 | Guy’s Gyros | 30.12 | L3800 | 8 |
| 2014-01-08 | Guy’s Gyros | 28.81 | L3800 | 8 |
| 2014-01-08 | Abila Zacharo | 16.20 | L5553 | 8 |
| 2014-01-08 | Hallowed Grounds | 3.40 | L5553 | 8 |
| 2014-01-08 | Bean There Done That | 16.18 | L3366 | 8 |
| 2014-01-08 | Hippokampos | 32.66 | L3366 | 8 |
| 2014-01-08 | Katerina’s Café | 37.04 | L3366 | 8 |
| 2014-01-08 | Brew’ve Been Served | 8.27 | L8148 | 8 |
| 2014-01-08 | Kalami Kafenion | 14.77 | L8148 | 8 |
| 2014-01-08 | Brew’ve Been Served | 7.26 | L3572 | 8 |
| 2014-01-08 | Brew’ve Been Served | 11.87 | L2490 | 8 |
| 2014-01-08 | Gelatogalore | 39.75 | L2490 | 8 |
| 2014-01-08 | Guy’s Gyros | 19.08 | L2490 | 8 |
| 2014-01-08 | Abila Airport | 2723.18 | L2769 | 8 |
| 2014-01-08 | Abila Airport | 2769.12 | L2769 | 8 |
| 2014-01-08 | Brew’ve Been Served | 6.30 | L2169 | 8 |
| 2014-01-08 | Guy’s Gyros | 10.34 | L2169 | 8 |
| 2014-01-08 | Guy’s Gyros | 30.48 | L2169 | 8 |
| 2014-01-08 | Nationwide Refinery | 4513.16 | L5485 | 8 |
| 2014-01-08 | Stewart and Sons Fabrication | 1738.26 | L5485 | 8 |
| 2014-01-08 | Carlyle Chemical Inc. | 4901.88 | L5756 | 8 |
| 2014-01-08 | Katerina’s Café | 29.26 | L5756 | 8 |
| 2014-01-08 | Nationwide Refinery | 4367.43 | L5756 | 8 |
| 2014-01-08 | Nationwide Refinery | 3674.32 | L9633 | 8 |
| 2014-01-08 | Stewart and Sons Fabrication | 1673.77 | L9633 | 8 |
| 2014-01-08 | Carlyle Chemical Inc. | 4983.52 | L8477 | 8 |
| 2014-01-08 | Kronos Pipe and Irrigation | 3615.61 | L8477 | 8 |
| 2014-01-08 | Maximum Iron and Steel | 3136.01 | L8477 | 8 |
| 2014-01-08 | Coffee Cameleon | 15.71 | L9637 | 8 |
| 2014-01-08 | Katerina’s Café | 26.45 | L9637 | 8 |
| 2014-01-08 | Katerina’s Café | 33.31 | L9637 | 8 |
| 2014-01-08 | Katerina’s Café | 31.59 | L8012 | 8 |
| 2014-01-08 | Gelatogalore | 50.36 | L3288 | 8 |
| 2014-01-08 | Jack’s Magical Beans | 18.78 | L3288 | 8 |
| 2014-01-08 | Ouzeri Elian | 62.20 | L3288 | 8 |
| 2014-01-08 | Hallowed Grounds | 3.11 | L7814 | 8 |
| 2014-01-08 | Kalami Kafenion | 23.82 | L7814 | 8 |
| 2014-01-08 | Brew’ve Been Served | 13.68 | L3259 | 8 |
| 2014-01-08 | Gelatogalore | 20.72 | L3259 | 8 |
| 2014-01-08 | Coffee Cameleon | 12.26 | L3295 | 8 |
| 2014-01-08 | Kalami Kafenion | 24.08 | L3295 | 8 |
| 2014-01-08 | Katerina’s Café | 32.83 | L3295 | 8 |
| 2014-01-08 | Abila Zacharo | 30.85 | L9363 | 8 |
| 2014-01-08 | Brew’ve Been Served | 10.15 | L9363 | 8 |
| 2014-01-08 | Jack’s Magical Beans | 12.37 | L5224 | 8 |
| 2014-01-08 | Ouzeri Elian | 29.73 | L5224 | 8 |
| 2014-01-08 | Brew’ve Been Served | 19.17 | L7291 | 8 |
| 2014-01-08 | Chostus Hotel | 111.89 | L7291 | 8 |
| 2014-01-08 | Guy’s Gyros | 18.24 | L7291 | 8 |
| 2014-01-08 | Brew’ve Been Served | 12.30 | L8566 | 8 |
| 2014-01-08 | Hippokampos | 9.03 | L8566 | 8 |
| 2014-01-08 | Brew’ve Been Served | 15.66 | L9254 | 8 |
| 2014-01-08 | Guy’s Gyros | 15.69 | L9254 | 8 |
| 2014-01-08 | Kalami Kafenion | 31.96 | L9254 | 8 |
| 2014-01-08 | Abila Zacharo | 36.85 | L6886 | 8 |
| 2014-01-08 | Hippokampos | 18.99 | L6886 | 8 |
| 2014-01-08 | Jack’s Magical Beans | 11.25 | L6886 | 8 |
| 2014-01-09 | Abila Zacharo | 29.41 | L5777 | 9 |
| 2014-01-09 | Hallowed Grounds | 14.45 | L5777 | 9 |
| 2014-01-09 | Bean There Done That | 13.00 | L7783 | 9 |
| 2014-01-09 | Guy’s Gyros | 14.91 | L7783 | 9 |
| 2014-01-09 | Hippokampos | 8.43 | L3191 | 9 |
| 2014-01-09 | Hippokampos | 10.12 | L3191 | 9 |
| 2014-01-09 | Kronos Mart | 203.91 | L4164 | 9 |
| 2014-01-09 | Ouzeri Elian | 26.09 | L4164 | 9 |
| 2014-01-09 | Gelatogalore | 8.60 | L6267 | 9 |
| 2014-01-09 | Jack’s Magical Beans | 10.11 | L6267 | 9 |
| 2014-01-09 | Katerina’s Café | 17.02 | L1682 | 9 |
| 2014-01-09 | Frydos Autosupply n’ More | 276.75 | L1485 | 9 |
| 2014-01-09 | Jack’s Magical Beans | 6.00 | L1485 | 9 |
| 2014-01-09 | Katerina’s Café | 10.42 | L1485 | 9 |
| 2014-01-09 | Brewed Awakenings | 13.16 | L5947 | 9 |
| 2014-01-09 | Gelatogalore | 16.74 | L5947 | 9 |
| 2014-01-09 | Hippokampos | 15.02 | L5947 | 9 |
| 2014-01-09 | Guy’s Gyros | 13.59 | L6119 | 9 |
| 2014-01-09 | Guy’s Gyros | 8.23 | L6119 | 9 |
| 2014-01-09 | Bean There Done That | 4.06 | L3014 | 9 |
| 2014-01-09 | Katerina’s Café | 8.01 | L3014 | 9 |
| 2014-01-09 | Albert’s Fine Clothing | 229.98 | L2070 | 9 |
| 2014-01-09 | Brewed Awakenings | 17.66 | L2070 | 9 |
| 2014-01-09 | Frydos Autosupply n’ More | 60.65 | L4149 | 9 |
| 2014-01-09 | Hippokampos | 9.12 | L4149 | 9 |
| 2014-01-09 | Hallowed Grounds | 16.77 | L6544 | 9 |
| 2014-01-09 | Ouzeri Elian | 32.89 | L6544 | 9 |
| 2014-01-09 | Abila Zacharo | 20.73 | L4424 | 9 |
| 2014-01-09 | Hallowed Grounds | 17.84 | L4424 | 9 |
| 2014-01-09 | Abila Zacharo | 14.37 | L5259 | 9 |
| 2014-01-09 | Brew’ve Been Served | 5.30 | L3800 | 9 |
| 2014-01-09 | Guy’s Gyros | 35.05 | L3800 | 9 |
| 2014-01-09 | Kalami Kafenion | 18.14 | L3800 | 9 |
| 2014-01-09 | Guy’s Gyros | 15.00 | L5553 | 9 |
| 2014-01-09 | Hallowed Grounds | 18.48 | L5553 | 9 |
| 2014-01-09 | Katerina’s Café | 26.00 | L5553 | 9 |
| 2014-01-09 | Bean There Done That | 4.05 | L3366 | 9 |
| 2014-01-09 | Hippokampos | 24.96 | L3366 | 9 |
| 2014-01-09 | Kalami Kafenion | 30.76 | L3366 | 9 |
| 2014-01-09 | Brew’ve Been Served | 15.82 | L8148 | 9 |
| 2014-01-09 | Guy’s Gyros | 29.96 | L8148 | 9 |
| 2014-01-09 | Ouzeri Elian | 22.40 | L8148 | 9 |
| 2014-01-09 | Abila Airport | 2358.22 | L7761 | 9 |
| 2014-01-09 | Nationwide Refinery | 1420.39 | L7761 | 9 |
| 2014-01-09 | Stewart and Sons Fabrication | 1015.65 | L7761 | 9 |
| 2014-01-09 | Brew’ve Been Served | 17.64 | L3572 | 9 |
| 2014-01-09 | Guy’s Gyros | 18.26 | L3572 | 9 |
| 2014-01-09 | Abila Zacharo | 8.16 | L2490 | 9 |
| 2014-01-09 | Brew’ve Been Served | 12.12 | L2490 | 9 |
| 2014-01-09 | Frydos Autosupply n’ More | 138.02 | L2490 | 9 |
| 2014-01-09 | Abila Airport | 182.93 | L2769 | 9 |
| 2014-01-09 | Abila Airport | 4538.52 | L2769 | 9 |
| 2014-01-09 | Brew’ve Been Served | 6.21 | L2169 | 9 |
| 2014-01-09 | Guy’s Gyros | 31.31 | L2169 | 9 |
| 2014-01-09 | Hippokampos | 25.70 | L2169 | 9 |
| 2014-01-09 | Carlyle Chemical Inc. | 529.47 | L5756 | 9 |
| 2014-01-09 | Carlyle Chemical Inc. | 382.43 | L5756 | 9 |
| 2014-01-09 | Carlyle Chemical Inc. | 2176.20 | L5756 | 9 |
| 2014-01-09 | Katerina’s Café | 16.98 | L5756 | 9 |
| 2014-01-09 | Nationwide Refinery | 289.30 | L5756 | 9 |
| 2014-01-09 | Nationwide Refinery | 674.28 | L9633 | 9 |
| 2014-01-09 | Stewart and Sons Fabrication | 3544.00 | L9633 | 9 |
| 2014-01-09 | Carlyle Chemical Inc. | 732.82 | L8477 | 9 |
| 2014-01-09 | Kronos Pipe and Irrigation | 423.14 | L8477 | 9 |
| 2014-01-09 | Maximum Iron and Steel | 1527.14 | L8477 | 9 |
| 2014-01-09 | Coffee Cameleon | 16.13 | L9637 | 9 |
| 2014-01-09 | Hallowed Grounds | 17.56 | L8012 | 9 |
| 2014-01-09 | Hippokampos | 13.84 | L8012 | 9 |
| 2014-01-09 | Katerina’s Café | 8.57 | L8012 | 9 |
| 2014-01-09 | Abila Zacharo | 48.39 | L3288 | 9 |
| 2014-01-09 | Katerina’s Café | 19.02 | L7814 | 9 |
| 2014-01-09 | Gelatogalore | 11.94 | L3259 | 9 |
| 2014-01-09 | Hallowed Grounds | 10.25 | L3259 | 9 |
| 2014-01-09 | Coffee Cameleon | 19.99 | L3295 | 9 |
| 2014-01-09 | Guy’s Gyros | 17.44 | L3295 | 9 |
| 2014-01-09 | Katerina’s Café | 26.60 | L3295 | 9 |
| 2014-01-09 | Brew’ve Been Served | 19.47 | L9363 | 9 |
| 2014-01-09 | Abila Scrapyard | 1158.36 | L3317 | 9 |
| 2014-01-09 | Abila Airport | 4792.50 | L3317 | 9 |
| 2014-01-09 | Nationwide Refinery | 1322.50 | L3317 | 9 |
| 2014-01-09 | Stewart and Sons Fabrication | 918.60 | L3317 | 9 |
| 2014-01-09 | Hippokampos | 23.66 | L5224 | 9 |
| 2014-01-09 | Katerina’s Café | 25.85 | L5224 | 9 |
| 2014-01-09 | Brew’ve Been Served | 10.71 | L7291 | 9 |
| 2014-01-09 | Hippokampos | 27.93 | L7291 | 9 |
| 2014-01-09 | Brew’ve Been Served | 5.13 | L8566 | 9 |
| 2014-01-09 | Gelatogalore | 23.45 | L8566 | 9 |
| 2014-01-09 | General Grocer | 285.34 | L8566 | 9 |
| 2014-01-09 | Brew’ve Been Served | 14.85 | L9254 | 9 |
| 2014-01-09 | Guy’s Gyros | 25.40 | L9254 | 9 |
| 2014-01-09 | Guy’s Gyros | 31.81 | L9254 | 9 |
| 2014-01-09 | Abila Zacharo | 8.60 | L6886 | 9 |
| 2014-01-09 | Hippokampos | 9.13 | L6886 | 9 |
| 2014-01-09 | Jack’s Magical Beans | 17.43 | L6886 | 9 |
| 2014-01-10 | Hallowed Grounds | 6.87 | L5777 | 10 |
| 2014-01-10 | Bean There Done That | 15.39 | L7783 | 10 |
| 2014-01-10 | Gelatogalore | 26.15 | L7783 | 10 |
| 2014-01-10 | Hippokampos | 28.22 | L7783 | 10 |
| 2014-01-10 | Bean There Done That | 3.92 | L3191 | 10 |
| 2014-01-10 | Guy’s Gyros | 31.50 | L3191 | 10 |
| 2014-01-10 | Brewed Awakenings | 13.82 | L4164 | 10 |
| 2014-01-10 | Hippokampos | 10.48 | L4164 | 10 |
| 2014-01-10 | Katerina’s Café | 34.76 | L4164 | 10 |
| 2014-01-10 | Abila Zacharo | 33.33 | L6267 | 10 |
| 2014-01-10 | Jack’s Magical Beans | 15.69 | L6267 | 10 |
| 2014-01-10 | Ouzeri Elian | 19.92 | L6267 | 10 |
| 2014-01-10 | Coffee Cameleon | 8.51 | L1682 | 10 |
| 2014-01-10 | Guy’s Gyros | 15.93 | L1682 | 10 |
| 2014-01-10 | Octavio’s Office Supplies | 64.51 | L1682 | 10 |
| 2014-01-10 | Brew’ve Been Served | 14.45 | L1485 | 10 |
| 2014-01-10 | Ouzeri Elian | 35.24 | L1485 | 10 |
| 2014-01-10 | Brewed Awakenings | 6.17 | L5947 | 10 |
| 2014-01-10 | Hallowed Grounds | 10.34 | L6119 | 10 |
| 2014-01-10 | Ouzeri Elian | 25.98 | L6119 | 10 |
| 2014-01-10 | Bean There Done That | 13.41 | L3014 | 10 |
| 2014-01-10 | Ouzeri Elian | 15.25 | L3014 | 10 |
| 2014-01-10 | Brewed Awakenings | 13.90 | L2070 | 10 |
| 2014-01-10 | Hippokampos | 30.63 | L2070 | 10 |
| 2014-01-10 | Hippokampos | 17.21 | L2070 | 10 |
| 2014-01-10 | Bean There Done That | 18.67 | L4149 | 10 |
| 2014-01-10 | Guy’s Gyros | 31.05 | L4149 | 10 |
| 2014-01-10 | Hallowed Grounds | 10.76 | L6544 | 10 |
| 2014-01-10 | Katerina’s Café | 37.62 | L6544 | 10 |
| 2014-01-10 | Abila Zacharo | 8.22 | L4424 | 10 |
| 2014-01-10 | Hallowed Grounds | 12.03 | L4424 | 10 |
| 2014-01-10 | Abila Zacharo | 36.38 | L5259 | 10 |
| 2014-01-10 | Brew’ve Been Served | 3.03 | L5259 | 10 |
| 2014-01-10 | Shoppers’ Delight | 279.53 | L5259 | 10 |
| 2014-01-10 | Brew’ve Been Served | 3.44 | L3800 | 10 |
| 2014-01-10 | Frydos Autosupply n’ More | 217.08 | L3800 | 10 |
| 2014-01-10 | Guy’s Gyros | 26.68 | L3800 | 10 |
| 2014-01-10 | Hallowed Grounds | 8.34 | L5553 | 10 |
| 2014-01-10 | Ouzeri Elian | 30.93 | L5553 | 10 |
| 2014-01-10 | Albert’s Fine Clothing | 126.13 | L3366 | 10 |
| 2014-01-10 | Bean There Done That | 9.30 | L3366 | 10 |
| 2014-01-10 | Katerina’s Café | 25.62 | L3366 | 10 |
| 2014-01-10 | Brew’ve Been Served | 15.85 | L8148 | 10 |
| 2014-01-10 | Guy’s Gyros | 26.76 | L8148 | 10 |
| 2014-01-10 | Guy’s Gyros | 23.61 | L8148 | 10 |
| 2014-01-10 | Carlyle Chemical Inc. | 227.81 | L5924 | 10 |
| 2014-01-10 | Nationwide Refinery | 2262.73 | L5924 | 10 |
| 2014-01-10 | Stewart and Sons Fabrication | 4195.49 | L5924 | 10 |
| 2014-01-10 | Brew’ve Been Served | 5.89 | L3572 | 10 |
| 2014-01-10 | Brew’ve Been Served | 5.01 | L2490 | 10 |
| 2014-01-10 | Kalami Kafenion | 35.69 | L2490 | 10 |
| 2014-01-10 | Brew’ve Been Served | 12.64 | L2169 | 10 |
| 2014-01-10 | General Grocer | 227.28 | L2169 | 10 |
| 2014-01-10 | Kalami Kafenion | 24.30 | L2169 | 10 |
| 2014-01-10 | Nationwide Refinery | 1552.82 | L9633 | 10 |
| 2014-01-10 | Stewart and Sons Fabrication | 4074.10 | L9633 | 10 |
| 2014-01-10 | Carlyle Chemical Inc. | 3489.36 | L8477 | 10 |
| 2014-01-10 | Katerina’s Café | 24.33 | L9637 | 10 |
| 2014-01-10 | Abila Zacharo | 36.73 | L8012 | 10 |
| 2014-01-10 | Hallowed Grounds | 11.49 | L8012 | 10 |
| 2014-01-10 | Jack’s Magical Beans | 16.29 | L3288 | 10 |
| 2014-01-10 | Kalami Kafenion | 101.50 | L3288 | 10 |
| 2014-01-10 | Abila Zacharo | 16.12 | L7814 | 10 |
| 2014-01-10 | Brew’ve Been Served | 13.32 | L3259 | 10 |
| 2014-01-10 | Katerina’s Café | 15.76 | L3259 | 10 |
| 2014-01-10 | Ouzeri Elian | 20.46 | L3259 | 10 |
| 2014-01-10 | Coffee Cameleon | 11.54 | L3295 | 10 |
| 2014-01-10 | Gelatogalore | 39.40 | L3295 | 10 |
| 2014-01-10 | Katerina’s Café | 21.89 | L3295 | 10 |
| 2014-01-10 | Brew’ve Been Served | 5.31 | L9363 | 10 |
| 2014-01-10 | Guy’s Gyros | 29.81 | L9363 | 10 |
| 2014-01-10 | Hippokampos | 39.89 | L9363 | 10 |
| 2014-01-10 | Guy’s Gyros | 36.44 | L5224 | 10 |
| 2014-01-10 | Jack’s Magical Beans | 5.46 | L5224 | 10 |
| 2014-01-10 | Chostus Hotel | 113.25 | L7291 | 10 |
| 2014-01-10 | Brew’ve Been Served | 17.25 | L8566 | 10 |
| 2014-01-10 | Guy’s Gyros | 27.78 | L8566 | 10 |
| 2014-01-10 | Hippokampos | 39.26 | L8566 | 10 |
| 2014-01-10 | Octavio’s Office Supplies | 139.72 | L8566 | 10 |
| 2014-01-10 | Brew’ve Been Served | 10.72 | L9254 | 10 |
| 2014-01-10 | Katerina’s Café | 25.36 | L9254 | 10 |
| 2014-01-10 | Hippokampos | 32.01 | L6886 | 10 |
| 2014-01-10 | Hippokampos | 39.97 | L6886 | 10 |
| 2014-01-11 | Hippokampos | 70.23 | L7783 | 11 |
| 2014-01-11 | Hippokampos | 67.37 | L3191 | 11 |
| 2014-01-11 | Frydos Autosupply n’ More | 52.73 | L4164 | 11 |
| 2014-01-11 | Hippokampos | 66.21 | L4164 | 11 |
| 2014-01-11 | Hippokampos | 20.87 | L4164 | 11 |
| 2014-01-11 | Ouzeri Elian | 69.36 | L6267 | 11 |
| 2014-01-11 | Katerina’s Café | 29.17 | L1682 | 11 |
| 2014-01-11 | Abila Zacharo | 89.54 | L5947 | 11 |
| 2014-01-11 | Katerina’s Café | 57.36 | L5947 | 11 |
| 2014-01-11 | Katerina’s Café | 12.55 | L6119 | 11 |
| 2014-01-11 | Hippokampos | 63.21 | L2070 | 11 |
| 2014-01-11 | Katerina’s Café | 23.45 | L4149 | 11 |
| 2014-01-11 | Kalami Kafenion | 39.36 | L6544 | 11 |
| 2014-01-11 | Katerina’s Café | 17.60 | L4424 | 11 |
| 2014-01-11 | Kalami Kafenion | 23.86 | L5259 | 11 |
| 2014-01-11 | Guy’s Gyros | 33.65 | L3800 | 11 |
| 2014-01-11 | Gelatogalore | 17.31 | L5553 | 11 |
| 2014-01-11 | Katerina’s Café | 55.67 | L5553 | 11 |
| 2014-01-11 | Katerina’s Café | 29.10 | L3366 | 11 |
| 2014-01-11 | Guy’s Gyros | 55.69 | L8148 | 11 |
| 2014-01-11 | Katerina’s Café | 71.65 | L2490 | 11 |
| 2014-01-11 | Albert’s Fine Clothing | 211.47 | L2169 | 11 |
| 2014-01-11 | Hippokampos | 23.38 | L2169 | 11 |
| 2014-01-11 | Katerina’s Café | 26.02 | L9637 | 11 |
| 2014-01-11 | Katerina’s Café | 33.18 | L9637 | 11 |
| 2014-01-11 | Abila Zacharo | 54.82 | L8012 | 11 |
| 2014-01-11 | Katerina’s Café | 45.68 | L8012 | 11 |
| 2014-01-11 | Kalami Kafenion | 50.20 | L3288 | 11 |
| 2014-01-11 | Katerina’s Café | 27.46 | L7814 | 11 |
| 2014-01-11 | Katerina’s Café | 9.78 | L3259 | 11 |
| 2014-01-11 | Abila Zacharo | 45.20 | L9363 | 11 |
| 2014-01-11 | Frydos Autosupply n’ More | 261.00 | L9363 | 11 |
| 2014-01-11 | Albert’s Fine Clothing | 105.33 | L5224 | 11 |
| 2014-01-11 | Katerina’s Café | 45.22 | L5224 | 11 |
| 2014-01-11 | Ahaggo Museum | 32.14 | L7291 | 11 |
| 2014-01-11 | Hippokampos | 32.63 | L7291 | 11 |
| 2014-01-11 | Ahaggo Museum | 89.32 | L8566 | 11 |
| 2014-01-11 | Hippokampos | 63.21 | L8566 | 11 |
| 2014-01-11 | Guy’s Gyros | 16.33 | L9254 | 11 |
| 2014-01-12 | Hippokampos | 31.99 | L5777 | 12 |
| 2014-01-12 | Hippokampos | 66.63 | L7783 | 12 |
| 2014-01-12 | Hippokampos | 78.21 | L3191 | 12 |
| 2014-01-12 | Desafio Golf Course | 160.77 | L4164 | 12 |
| 2014-01-12 | Hippokampos | 63.32 | L4164 | 12 |
| 2014-01-12 | Ouzeri Elian | 55.55 | L6267 | 12 |
| 2014-01-12 | Katerina’s Café | 11.81 | L1682 | 12 |
| 2014-01-12 | Guy’s Gyros | 34.41 | L1485 | 12 |
| 2014-01-12 | Hippokampos | 29.41 | L5947 | 12 |
| 2014-01-12 | Kalami Kafenion | 26.04 | L5947 | 12 |
| 2014-01-12 | Hippokampos | 8.54 | L6119 | 12 |
| 2014-01-12 | Katerina’s Café | 12.64 | L6119 | 12 |
| 2014-01-12 | Albert’s Fine Clothing | 63.36 | L3014 | 12 |
| 2014-01-12 | Desafio Golf Course | 198.46 | L2070 | 12 |
| 2014-01-12 | Hippokampos | 26.79 | L2070 | 12 |
| 2014-01-12 | Ouzeri Elian | 38.55 | L2070 | 12 |
| 2014-01-12 | Hippokampos | 27.15 | L4149 | 12 |
| 2014-01-12 | Guy’s Gyros | 42.32 | L6544 | 12 |
| 2014-01-12 | Hippokampos | 12.57 | L4424 | 12 |
| 2014-01-12 | Katerina’s Café | 27.09 | L4424 | 12 |
| 2014-01-12 | Ouzeri Elian | 24.72 | L5259 | 12 |
| 2014-01-12 | Shoppers’ Delight | 204.37 | L5259 | 12 |
| 2014-01-12 | Shoppers’ Delight | 211.03 | L3800 | 12 |
| 2014-01-12 | Hippokampos | 49.23 | L3366 | 12 |
| 2014-01-12 | Kronos Mart | 159.06 | L8148 | 12 |
| 2014-01-12 | Shoppers’ Delight | 86.22 | L3572 | 12 |
| 2014-01-12 | Guy’s Gyros | 42.78 | L2490 | 12 |
| 2014-01-12 | Albert’s Fine Clothing | 195.81 | L9637 | 12 |
| 2014-01-12 | Hippokampos | 12.55 | L9637 | 12 |
| 2014-01-12 | Ouzeri Elian | 72.32 | L8012 | 12 |
| 2014-01-12 | Shoppers’ Delight | 135.78 | L8012 | 12 |
| 2014-01-12 | Gelatogalore | 36.20 | L3288 | 12 |
| 2014-01-12 | Kalami Kafenion | 14.59 | L7814 | 12 |
| 2014-01-12 | Katerina’s Café | 15.37 | L3259 | 12 |
| 2014-01-12 | Katerina’s Café | 34.10 | L9362 | 12 |
| 2014-01-12 | Katerina’s Café | 67.14 | L9362 | 12 |
| 2014-01-12 | Shoppers’ Delight | 51.50 | L9362 | 12 |
| 2014-01-12 | Ahaggo Museum | 120.20 | L9363 | 12 |
| 2014-01-12 | Guy’s Gyros | 34.74 | L9363 | 12 |
| 2014-01-12 | Hippokampos | 52.21 | L5224 | 12 |
| 2014-01-12 | Ouzeri Elian | 117.22 | L5224 | 12 |
| 2014-01-12 | Abila Zacharo | 11.20 | L7291 | 12 |
| 2014-01-12 | Desafio Golf Course | 129.33 | L6886 | 12 |
| 2014-01-13 | Hallowed Grounds | 14.11 | L5777 | 13 |
| 2014-01-13 | Hippokampos | 30.51 | L5777 | 13 |
| 2014-01-13 | Ouzeri Elian | 28.75 | L5777 | 13 |
| 2014-01-13 | Bean There Done That | 7.93 | L7783 | 13 |
| 2014-01-13 | Gelatogalore | 36.93 | L7783 | 13 |
| 2014-01-13 | Hippokampos | 31.59 | L7783 | 13 |
| 2014-01-13 | Abila Zacharo | 11.99 | L3191 | 13 |
| 2014-01-13 | Bean There Done That | 18.02 | L3191 | 13 |
| 2014-01-13 | Abila Zacharo | 36.14 | L4164 | 13 |
| 2014-01-13 | Albert’s Fine Clothing | 288.00 | L4164 | 13 |
| 2014-01-13 | Brewed Awakenings | 12.69 | L4164 | 13 |
| 2014-01-13 | Jack’s Magical Beans | 18.31 | L6267 | 13 |
| 2014-01-13 | Katerina’s Café | 26.15 | L6267 | 13 |
| 2014-01-13 | Coffee Cameleon | 4.88 | L1682 | 13 |
| 2014-01-13 | Hippokampos | 35.73 | L1682 | 13 |
| 2014-01-13 | Abila Zacharo | 36.32 | L1485 | 13 |
| 2014-01-13 | Brew’ve Been Served | 12.80 | L1485 | 13 |
| 2014-01-13 | Shoppers’ Delight | 216.43 | L1485 | 13 |
| 2014-01-13 | Brewed Awakenings | 16.40 | L5947 | 13 |
| 2014-01-13 | Guy’s Gyros | 27.49 | L5947 | 13 |
| 2014-01-13 | Hallowed Grounds | 9.16 | L6119 | 13 |
| 2014-01-13 | Katerina’s Café | 37.88 | L6119 | 13 |
| 2014-01-13 | Katerina’s Café | 15.82 | L6119 | 13 |
| 2014-01-13 | Bean There Done That | 19.56 | L3014 | 13 |
| 2014-01-13 | Ouzeri Elian | 29.75 | L3014 | 13 |
| 2014-01-13 | Brewed Awakenings | 16.25 | L2070 | 13 |
| 2014-01-13 | Gelatogalore | 26.45 | L2070 | 13 |
| 2014-01-13 | Hippokampos | 31.47 | L2070 | 13 |
| 2014-01-13 | Abila Zacharo | 27.30 | L4149 | 13 |
| 2014-01-13 | Albert’s Fine Clothing | 49.48 | L4149 | 13 |
| 2014-01-13 | Bean There Done That | 5.54 | L4149 | 13 |
| 2014-01-13 | Guy’s Gyros | 33.48 | L6544 | 13 |
| 2014-01-13 | Guy’s Gyros | 37.50 | L6544 | 13 |
| 2014-01-13 | Hallowed Grounds | 19.18 | L6544 | 13 |
| 2014-01-13 | Bean There Done That | 10.37 | L4424 | 13 |
| 2014-01-13 | Katerina’s Café | 8.29 | L4424 | 13 |
| 2014-01-13 | Katerina’s Café | 27.59 | L4424 | 13 |
| 2014-01-13 | Abila Zacharo | 17.41 | L5259 | 13 |
| 2014-01-13 | Brew’ve Been Served | 6.69 | L5259 | 13 |
| 2014-01-13 | Guy’s Gyros | 15.84 | L5259 | 13 |
| 2014-01-13 | Brew’ve Been Served | 8.04 | L3800 | 13 |
| 2014-01-13 | Guy’s Gyros | 36.89 | L3800 | 13 |
| 2014-01-13 | Hippokampos | 31.97 | L3800 | 13 |
| 2014-01-13 | Bean There Done That | 15.24 | L5553 | 13 |
| 2014-01-13 | Hippokampos | 25.09 | L5553 | 13 |
| 2014-01-13 | Abila Zacharo | 23.03 | L3366 | 13 |
| 2014-01-13 | Bean There Done That | 18.59 | L3366 | 13 |
| 2014-01-13 | Abila Zacharo | 39.95 | L8148 | 13 |
| 2014-01-13 | Brew’ve Been Served | 4.18 | L8148 | 13 |
| 2014-01-13 | Carlyle Chemical Inc. | 1718.96 | L4063 | 13 |
| 2014-01-13 | Abila Airport | 3617.47 | L4063 | 13 |
| 2014-01-13 | Kronos Pipe and Irrigation | 2852.74 | L4063 | 13 |
| 2014-01-13 | Maximum Iron and Steel | 689.85 | L4063 | 13 |
| 2014-01-13 | Ouzeri Elian | 19.82 | L4063 | 13 |
| 2014-01-13 | Brew’ve Been Served | 11.49 | L3572 | 13 |
| 2014-01-13 | Guy’s Gyros | 28.57 | L3572 | 13 |
| 2014-01-13 | Brew’ve Been Served | 18.23 | L2490 | 13 |
| 2014-01-13 | Abila Airport | 4417.03 | L2769 | 13 |
| 2014-01-13 | Abila Airport | 2228.08 | L2769 | 13 |
| 2014-01-13 | Brew’ve Been Served | 16.05 | L2169 | 13 |
| 2014-01-13 | Frydos Autosupply n’ More | 87.57 | L2169 | 13 |
| 2014-01-13 | Hippokampos | 17.17 | L2169 | 13 |
| 2014-01-13 | Nationwide Refinery | 204.58 | L9633 | 13 |
| 2014-01-13 | Stewart and Sons Fabrication | 4071.95 | L9633 | 13 |
| 2014-01-13 | Coffee Cameleon | 17.76 | L9637 | 13 |
| 2014-01-13 | Guy’s Gyros | 37.37 | L9637 | 13 |
| 2014-01-13 | Katerina’s Café | 35.70 | L9637 | 13 |
| 2014-01-13 | Katerina’s Café | 11.36 | L8012 | 13 |
| 2014-01-13 | Ouzeri Elian | 8.32 | L8012 | 13 |
| 2014-01-13 | Abila Zacharo | 64.50 | L3288 | 13 |
| 2014-01-13 | Jack’s Magical Beans | 5.22 | L3288 | 13 |
| 2014-01-13 | Hallowed Grounds | 13.68 | L7814 | 13 |
| 2014-01-13 | Katerina’s Café | 24.26 | L7814 | 13 |
| 2014-01-13 | Hallowed Grounds | 5.85 | L3259 | 13 |
| 2014-01-13 | Katerina’s Café | 33.11 | L3259 | 13 |
| 2014-01-13 | Coffee Cameleon | 19.93 | L9362 | 13 |
| 2014-01-13 | Katerina’s Café | 29.55 | L9362 | 13 |
| 2014-01-13 | Katerina’s Café | 29.83 | L9362 | 13 |
| 2014-01-13 | Guy’s Gyros | 12.76 | L9363 | 13 |
| 2014-01-13 | Shoppers’ Delight | 144.40 | L9363 | 13 |
| 2014-01-13 | Gelatogalore | 32.83 | L5224 | 13 |
| 2014-01-13 | Hippokampos | 39.63 | L5224 | 13 |
| 2014-01-13 | Jack’s Magical Beans | 9.64 | L5224 | 13 |
| 2014-01-13 | Abila Zacharo | 8.72 | L7291 | 13 |
| 2014-01-13 | Brew’ve Been Served | 8.00 | L7291 | 13 |
| 2014-01-13 | Brew’ve Been Served | 18.71 | L8566 | 13 |
| 2014-01-13 | Guy’s Gyros | 20.47 | L8566 | 13 |
| 2014-01-13 | Ouzeri Elian | 35.03 | L8566 | 13 |
| 2014-01-13 | Brew’ve Been Served | 19.64 | L9254 | 13 |
| 2014-01-13 | Guy’s Gyros | 22.34 | L9254 | 13 |
| 2014-01-13 | Hippokampos | 39.90 | L9254 | 13 |
| 2014-01-13 | Guy’s Gyros | 29.25 | L6886 | 13 |
| 2014-01-13 | Hippokampos | 29.22 | L6886 | 13 |
| 2014-01-13 | Jack’s Magical Beans | 17.52 | L6886 | 13 |
| 2014-01-14 | Kalami Kafenion | 16.84 | L5777 | 14 |
| 2014-01-14 | Ouzeri Elian | 15.94 | L5777 | 14 |
| 2014-01-14 | Bean There Done That | 7.28 | L7783 | 14 |
| 2014-01-14 | Hippokampos | 39.64 | L7783 | 14 |
| 2014-01-14 | Albert’s Fine Clothing | 228.72 | L3191 | 14 |
| 2014-01-14 | Bean There Done That | 19.37 | L3191 | 14 |
| 2014-01-14 | Kalami Kafenion | 17.38 | L3191 | 14 |
| 2014-01-14 | Brewed Awakenings | 17.14 | L4164 | 14 |
| 2014-01-14 | Jack’s Magical Beans | 13.32 | L6267 | 14 |
| 2014-01-14 | Ouzeri Elian | 11.86 | L6267 | 14 |
| 2014-01-14 | Coffee Cameleon | 15.63 | L1682 | 14 |
| 2014-01-14 | Hippokampos | 36.01 | L1682 | 14 |
| 2014-01-14 | Brew’ve Been Served | 6.45 | L1485 | 14 |
| 2014-01-14 | Hippokampos | 19.07 | L1485 | 14 |
| 2014-01-14 | Brewed Awakenings | 8.30 | L5947 | 14 |
| 2014-01-14 | Chostus Hotel | 109.54 | L5947 | 14 |
| 2014-01-14 | Hippokampos | 22.13 | L5947 | 14 |
| 2014-01-14 | Hallowed Grounds | 10.75 | L6119 | 14 |
| 2014-01-14 | Hippokampos | 18.81 | L6119 | 14 |
| 2014-01-14 | Katerina’s Café | 31.80 | L6119 | 14 |
| 2014-01-14 | Gelatogalore | 10.98 | L3014 | 14 |
| 2014-01-14 | Hippokampos | 10.71 | L3014 | 14 |
| 2014-01-14 | Brewed Awakenings | 11.35 | L2070 | 14 |
| 2014-01-14 | Hippokampos | 23.56 | L2070 | 14 |
| 2014-01-14 | Kalami Kafenion | 15.15 | L2070 | 14 |
| 2014-01-14 | Bean There Done That | 7.82 | L4149 | 14 |
| 2014-01-14 | Kalami Kafenion | 15.27 | L4149 | 14 |
| 2014-01-14 | Guy’s Gyros | 34.26 | L6544 | 14 |
| 2014-01-14 | Hallowed Grounds | 13.00 | L6544 | 14 |
| 2014-01-14 | Ouzeri Elian | 22.30 | L6544 | 14 |
| 2014-01-14 | Guy’s Gyros | 16.35 | L4424 | 14 |
| 2014-01-14 | Hallowed Grounds | 19.99 | L4424 | 14 |
| 2014-01-14 | Katerina’s Café | 12.65 | L4424 | 14 |
| 2014-01-14 | Brew’ve Been Served | 11.94 | L5259 | 14 |
| 2014-01-14 | Guy’s Gyros | 25.28 | L5259 | 14 |
| 2014-01-14 | Katerina’s Café | 33.54 | L5259 | 14 |
| 2014-01-14 | Brew’ve Been Served | 8.24 | L3800 | 14 |
| 2014-01-14 | Gelatogalore | 27.26 | L3800 | 14 |
| 2014-01-14 | Guy’s Gyros | 12.96 | L3800 | 14 |
| 2014-01-14 | Guy’s Gyros | 38.26 | L5553 | 14 |
| 2014-01-14 | Hallowed Grounds | 10.21 | L5553 | 14 |
| 2014-01-14 | Katerina’s Café | 18.35 | L5553 | 14 |
| 2014-01-14 | Bean There Done That | 5.90 | L3366 | 14 |
| 2014-01-14 | Katerina’s Café | 10.03 | L3366 | 14 |
| 2014-01-14 | Abila Zacharo | 8.41 | L8148 | 14 |
| 2014-01-14 | Brew’ve Been Served | 3.66 | L8148 | 14 |
| 2014-01-14 | Abila Airport | 2369.56 | L7761 | 14 |
| 2014-01-14 | Nationwide Refinery | 1301.01 | L7761 | 14 |
| 2014-01-14 | Stewart and Sons Fabrication | 540.19 | L7761 | 14 |
| 2014-01-14 | Brew’ve Been Served | 3.21 | L3572 | 14 |
| 2014-01-14 | Albert’s Fine Clothing | 50.77 | L2490 | 14 |
| 2014-01-14 | Brew’ve Been Served | 10.96 | L2490 | 14 |
| 2014-01-14 | Ouzeri Elian | 27.32 | L2490 | 14 |
| 2014-01-14 | Abila Airport | 228.41 | L2769 | 14 |
| 2014-01-14 | Abila Airport | 4898.39 | L2769 | 14 |
| 2014-01-14 | Abila Zacharo | 24.87 | L2169 | 14 |
| 2014-01-14 | Brewed Awakenings | 12.74 | L2169 | 14 |
| 2014-01-14 | Frydos Autosupply n’ More | 42.72 | L2169 | 14 |
| 2014-01-14 | Carlyle Chemical Inc. | 3630.57 | L5756 | 14 |
| 2014-01-14 | Carlyle Chemical Inc. | 794.88 | L5756 | 14 |
| 2014-01-14 | Carlyle Chemical Inc. | 3470.99 | L5756 | 14 |
| 2014-01-14 | Nationwide Refinery | 570.95 | L5756 | 14 |
| 2014-01-14 | Nationwide Refinery | 965.72 | L9633 | 14 |
| 2014-01-14 | Stewart and Sons Fabrication | 278.52 | L9633 | 14 |
| 2014-01-14 | Coffee Cameleon | 7.84 | L9637 | 14 |
| 2014-01-14 | Abila Zacharo | 10.24 | L8012 | 14 |
| 2014-01-14 | Hallowed Grounds | 4.59 | L8012 | 14 |
| 2014-01-14 | Guy’s Gyros | 50.40 | L3288 | 14 |
| 2014-01-14 | Jack’s Magical Beans | 3.36 | L3288 | 14 |
| 2014-01-14 | Kalami Kafenion | 23.10 | L7814 | 14 |
| 2014-01-14 | Katerina’s Café | 11.89 | L7814 | 14 |
| 2014-01-14 | Abila Zacharo | 15.26 | L3259 | 14 |
| 2014-01-14 | Brew’ve Been Served | 16.53 | L3259 | 14 |
| 2014-01-14 | Roberts and Sons | 203.81 | L3259 | 14 |
| 2014-01-14 | Coffee Cameleon | 9.80 | L9362 | 14 |
| 2014-01-14 | Katerina’s Café | 15.46 | L9362 | 14 |
| 2014-01-14 | Katerina’s Café | 36.95 | L9362 | 14 |
| 2014-01-14 | Brew’ve Been Served | 12.31 | L9363 | 14 |
| 2014-01-14 | Frydos Autosupply n’ More | 146.74 | L9363 | 14 |
| 2014-01-14 | Hippokampos | 17.18 | L9363 | 14 |
| 2014-01-14 | Abila Scrapyard | 4277.40 | L3317 | 14 |
| 2014-01-14 | Abila Airport | 3339.21 | L3317 | 14 |
| 2014-01-14 | Nationwide Refinery | 4429.76 | L3317 | 14 |
| 2014-01-14 | Jack’s Magical Beans | 15.70 | L5224 | 14 |
| 2014-01-14 | Katerina’s Café | 29.12 | L5224 | 14 |
| 2014-01-14 | Brew’ve Been Served | 5.87 | L7291 | 14 |
| 2014-01-14 | Chostus Hotel | 113.08 | L7291 | 14 |
| 2014-01-14 | Brew’ve Been Served | 4.72 | L8566 | 14 |
| 2014-01-14 | Guy’s Gyros | 23.59 | L8566 | 14 |
| 2014-01-14 | Katerina’s Café | 29.10 | L8566 | 14 |
| 2014-01-14 | Brew’ve Been Served | 7.31 | L9254 | 14 |
| 2014-01-14 | Guy’s Gyros | 26.14 | L9254 | 14 |
| 2014-01-14 | Katerina’s Café | 20.95 | L9254 | 14 |
| 2014-01-14 | Gelatogalore | 39.17 | L6886 | 14 |
| 2014-01-14 | Hippokampos | 9.55 | L6886 | 14 |
| 2014-01-14 | Jack’s Magical Beans | 18.08 | L6886 | 14 |
| 2014-01-15 | Hallowed Grounds | 15.86 | L5777 | 15 |
| 2014-01-15 | Ouzeri Elian | 24.81 | L5777 | 15 |
| 2014-01-15 | Ouzeri Elian | 32.95 | L5777 | 15 |
| 2014-01-15 | Guy’s Gyros | 14.37 | L7783 | 15 |
| 2014-01-15 | Abila Zacharo | 8.83 | L3191 | 15 |
| 2014-01-15 | Bean There Done That | 5.34 | L3191 | 15 |
| 2014-01-15 | Hippokampos | 35.12 | L3191 | 15 |
| 2014-01-15 | Abila Zacharo | 23.51 | L4164 | 15 |
| 2014-01-15 | Brewed Awakenings | 15.75 | L4164 | 15 |
| 2014-01-15 | Hippokampos | 13.00 | L6267 | 15 |
| 2014-01-15 | Ouzeri Elian | 23.18 | L6267 | 15 |
| 2014-01-15 | Coffee Cameleon | 5.49 | L1682 | 15 |
| 2014-01-15 | Katerina’s Café | 13.77 | L1682 | 15 |
| 2014-01-15 | Ouzeri Elian | 8.93 | L1682 | 15 |
| 2014-01-15 | Brew’ve Been Served | 15.58 | L1485 | 15 |
| 2014-01-15 | Gelatogalore | 31.21 | L1485 | 15 |
| 2014-01-15 | Guy’s Gyros | 21.43 | L1485 | 15 |
| 2014-01-15 | Brewed Awakenings | 11.62 | L5947 | 15 |
| 2014-01-15 | Frydos Autosupply n’ More | 18.91 | L5947 | 15 |
| 2014-01-15 | Hippokampos | 22.61 | L5947 | 15 |
| 2014-01-15 | Abila Zacharo | 31.00 | L6119 | 15 |
| 2014-01-15 | Bean There Done That | 13.13 | L3014 | 15 |
| 2014-01-15 | Hippokampos | 32.40 | L3014 | 15 |
| 2014-01-15 | Hippokampos | 16.37 | L3014 | 15 |
| 2014-01-15 | Brewed Awakenings | 3.62 | L2070 | 15 |
| 2014-01-15 | Hippokampos | 36.70 | L2070 | 15 |
| 2014-01-15 | Shoppers’ Delight | 102.00 | L2070 | 15 |
| 2014-01-15 | Bean There Done That | 18.96 | L4149 | 15 |
| 2014-01-15 | Hippokampos | 10.35 | L4149 | 15 |
| 2014-01-15 | Ouzeri Elian | 36.47 | L4149 | 15 |
| 2014-01-15 | Hallowed Grounds | 12.17 | L6544 | 15 |
| 2014-01-15 | Kronos Mart | 258.83 | L6544 | 15 |
| 2014-01-15 | Ouzeri Elian | 22.86 | L6544 | 15 |
| 2014-01-15 | Kalami Kafenion | 26.17 | L4424 | 15 |
| 2014-01-15 | Brew’ve Been Served | 6.58 | L5259 | 15 |
| 2014-01-15 | Gelatogalore | 39.40 | L5259 | 15 |
| 2014-01-15 | General Grocer | 106.20 | L5259 | 15 |
| 2014-01-15 | Brew’ve Been Served | 3.71 | L3800 | 15 |
| 2014-01-15 | Guy’s Gyros | 25.58 | L5553 | 15 |
| 2014-01-15 | Hallowed Grounds | 5.28 | L5553 | 15 |
| 2014-01-15 | Katerina’s Café | 11.45 | L5553 | 15 |
| 2014-01-15 | Bean There Done That | 15.24 | L3366 | 15 |
| 2014-01-15 | Hippokampos | 21.14 | L3366 | 15 |
| 2014-01-15 | Kalami Kafenion | 27.86 | L3366 | 15 |
| 2014-01-15 | Brew’ve Been Served | 15.50 | L8148 | 15 |
| 2014-01-15 | Guy’s Gyros | 36.35 | L8148 | 15 |
| 2014-01-15 | Brew’ve Been Served | 11.23 | L3572 | 15 |
| 2014-01-15 | Guy’s Gyros | 27.01 | L3572 | 15 |
| 2014-01-15 | Brew’ve Been Served | 14.06 | L2490 | 15 |
| 2014-01-15 | Guy’s Gyros | 18.04 | L2490 | 15 |
| 2014-01-15 | Ouzeri Elian | 12.90 | L2490 | 15 |
| 2014-01-15 | Abila Airport | 3152.41 | L2769 | 15 |
| 2014-01-15 | Abila Airport | 875.87 | L2769 | 15 |
| 2014-01-15 | Brew’ve Been Served | 9.70 | L2169 | 15 |
| 2014-01-15 | Guy’s Gyros | 31.04 | L2169 | 15 |
| 2014-01-15 | Hippokampos | 38.23 | L2169 | 15 |
| 2014-01-15 | Stewart and Sons Fabrication | 4485.38 | L5485 | 15 |
| 2014-01-15 | Carlyle Chemical Inc. | 3608.08 | L5756 | 15 |
| 2014-01-15 | Carlyle Chemical Inc. | 1112.04 | L5756 | 15 |
| 2014-01-15 | Carlyle Chemical Inc. | 1392.73 | L5756 | 15 |
| 2014-01-15 | Katerina’s Café | 24.15 | L5756 | 15 |
| 2014-01-15 | Nationwide Refinery | 3004.98 | L5756 | 15 |
| 2014-01-15 | Nationwide Refinery | 1391.24 | L9633 | 15 |
| 2014-01-15 | Kronos Pipe and Irrigation | 2564.00 | L8477 | 15 |
| 2014-01-15 | Maximum Iron and Steel | 4788.22 | L8477 | 15 |
| 2014-01-15 | Coffee Cameleon | 19.93 | L9637 | 15 |
| 2014-01-15 | Guy’s Gyros | 15.89 | L9637 | 15 |
| 2014-01-15 | Katerina’s Café | 12.12 | L8012 | 15 |
| 2014-01-15 | Katerina’s Café | 39.63 | L8012 | 15 |
| 2014-01-15 | Jack’s Magical Beans | 5.30 | L3288 | 15 |
| 2014-01-15 | Katerina’s Café | 55.60 | L3288 | 15 |
| 2014-01-15 | Ouzeri Elian | 28.86 | L3288 | 15 |
| 2014-01-15 | Abila Zacharo | 24.53 | L7814 | 15 |
| 2014-01-15 | Hallowed Grounds | 14.33 | L7814 | 15 |
| 2014-01-15 | Katerina’s Café | 39.23 | L7814 | 15 |
| 2014-01-15 | Brew’ve Been Served | 11.47 | L3259 | 15 |
| 2014-01-15 | Abila Zacharo | 33.80 | L9362 | 15 |
| 2014-01-15 | Coffee Cameleon | 14.47 | L9362 | 15 |
| 2014-01-15 | Katerina’s Café | 27.48 | L9362 | 15 |
| 2014-01-15 | Brew’ve Been Served | 18.58 | L9363 | 15 |
| 2014-01-15 | Kalami Kafenion | 28.82 | L9363 | 15 |
| 2014-01-15 | Hippokampos | 37.16 | L5224 | 15 |
| 2014-01-15 | Jack’s Magical Beans | 4.06 | L5224 | 15 |
| 2014-01-15 | Kalami Kafenion | 22.39 | L5224 | 15 |
| 2014-01-15 | Brew’ve Been Served | 19.87 | L7291 | 15 |
| 2014-01-15 | Frydos Autosupply n’ More | 235.27 | L7291 | 15 |
| 2014-01-15 | Hippokampos | 38.89 | L7291 | 15 |
| 2014-01-15 | Brew’ve Been Served | 4.92 | L8566 | 15 |
| 2014-01-15 | General Grocer | 137.65 | L8566 | 15 |
| 2014-01-15 | Guy’s Gyros | 19.80 | L8566 | 15 |
| 2014-01-15 | Guy’s Gyros | 29.34 | L9254 | 15 |
| 2014-01-15 | Guy’s Gyros | 28.75 | L9254 | 15 |
| 2014-01-15 | Gelatogalore | 9.61 | L6886 | 15 |
| 2014-01-15 | General Grocer | 83.11 | L6886 | 15 |
| 2014-01-15 | Jack’s Magical Beans | 19.54 | L6886 | 15 |
| 2014-01-16 | Guy’s Gyros | 10.27 | L5777 | 16 |
| 2014-01-16 | Hallowed Grounds | 12.19 | L5777 | 16 |
| 2014-01-16 | Ouzeri Elian | 9.91 | L5777 | 16 |
| 2014-01-16 | Bean There Done That | 19.82 | L7783 | 16 |
| 2014-01-16 | Hippokampos | 31.14 | L7783 | 16 |
| 2014-01-16 | Kronos Mart | 286.24 | L7783 | 16 |
| 2014-01-16 | Bean There Done That | 12.33 | L3191 | 16 |
| 2014-01-16 | Hippokampos | 10.55 | L3191 | 16 |
| 2014-01-16 | Kalami Kafenion | 31.38 | L3191 | 16 |
| 2014-01-16 | Hippokampos | 20.84 | L4164 | 16 |
| 2014-01-16 | Katerina’s Café | 27.82 | L4164 | 16 |
| 2014-01-16 | Hippokampos | 36.17 | L6267 | 16 |
| 2014-01-16 | Jack’s Magical Beans | 9.12 | L6267 | 16 |
| 2014-01-16 | Ouzeri Elian | 23.89 | L6267 | 16 |
| 2014-01-16 | Coffee Cameleon | 5.20 | L1682 | 16 |
| 2014-01-16 | Hippokampos | 16.53 | L1682 | 16 |
| 2014-01-16 | Katerina’s Café | 36.32 | L1682 | 16 |
| 2014-01-16 | Brew’ve Been Served | 5.82 | L1485 | 16 |
| 2014-01-16 | Ouzeri Elian | 12.47 | L1485 | 16 |
| 2014-01-16 | Brewed Awakenings | 6.53 | L5947 | 16 |
| 2014-01-16 | Hippokampos | 10.38 | L5947 | 16 |
| 2014-01-16 | Guy’s Gyros | 31.48 | L6119 | 16 |
| 2014-01-16 | Hallowed Grounds | 13.84 | L6119 | 16 |
| 2014-01-16 | Katerina’s Café | 10.93 | L6119 | 16 |
| 2014-01-16 | Bean There Done That | 5.56 | L3014 | 16 |
| 2014-01-16 | Guy’s Gyros | 32.80 | L3014 | 16 |
| 2014-01-16 | Shoppers’ Delight | 100.69 | L3014 | 16 |
| 2014-01-16 | Brewed Awakenings | 6.39 | L2070 | 16 |
| 2014-01-16 | Hippokampos | 17.66 | L2070 | 16 |
| 2014-01-16 | Hippokampos | 14.89 | L4149 | 16 |
| 2014-01-16 | Hippokampos | 29.13 | L4149 | 16 |
| 2014-01-16 | Guy’s Gyros | 11.31 | L6544 | 16 |
| 2014-01-16 | Hallowed Grounds | 18.20 | L6544 | 16 |
| 2014-01-16 | Frydos Autosupply n’ More | 53.37 | L4424 | 16 |
| 2014-01-16 | Gelatogalore | 32.40 | L4424 | 16 |
| 2014-01-16 | Hallowed Grounds | 7.22 | L4424 | 16 |
| 2014-01-16 | Albert’s Fine Clothing | 91.71 | L5259 | 16 |
| 2014-01-16 | Brew’ve Been Served | 16.90 | L5259 | 16 |
| 2014-01-16 | Guy’s Gyros | 29.70 | L5259 | 16 |
| 2014-01-16 | Brew’ve Been Served | 7.31 | L3800 | 16 |
| 2014-01-16 | Guy’s Gyros | 25.57 | L3800 | 16 |
| 2014-01-16 | Kalami Kafenion | 8.86 | L3800 | 16 |
| 2014-01-16 | Hallowed Grounds | 4.98 | L5553 | 16 |
| 2014-01-16 | Hippokampos | 29.93 | L5553 | 16 |
| 2014-01-16 | Katerina’s Café | 13.91 | L5553 | 16 |
| 2014-01-16 | Bean There Done That | 17.40 | L3366 | 16 |
| 2014-01-16 | Hippokampos | 34.00 | L3366 | 16 |
| 2014-01-16 | Kalami Kafenion | 26.32 | L3366 | 16 |
| 2014-01-16 | Brew’ve Been Served | 12.83 | L8148 | 16 |
| 2014-01-16 | Guy’s Gyros | 13.48 | L8148 | 16 |
| 2014-01-16 | Guy’s Gyros | 30.76 | L8148 | 16 |
| 2014-01-16 | Abila Airport | 1676.53 | L7761 | 16 |
| 2014-01-16 | Nationwide Refinery | 2047.28 | L7761 | 16 |
| 2014-01-16 | Stewart and Sons Fabrication | 860.30 | L7761 | 16 |
| 2014-01-16 | Brew’ve Been Served | 12.67 | L3572 | 16 |
| 2014-01-16 | Shoppers’ Delight | 16.84 | L3572 | 16 |
| 2014-01-16 | Brew’ve Been Served | 19.90 | L2490 | 16 |
| 2014-01-16 | Guy’s Gyros | 8.31 | L2490 | 16 |
| 2014-01-16 | Katerina’s Café | 34.02 | L2490 | 16 |
| 2014-01-16 | Abila Airport | 3917.30 | L2769 | 16 |
| 2014-01-16 | Abila Airport | 3032.97 | L2769 | 16 |
| 2014-01-16 | Brew’ve Been Served | 17.44 | L2169 | 16 |
| 2014-01-16 | Gelatogalore | 10.62 | L2169 | 16 |
| 2014-01-16 | Roberts and Sons | 155.76 | L2169 | 16 |
| 2014-01-16 | Carlyle Chemical Inc. | 419.93 | L5756 | 16 |
| 2014-01-16 | Carlyle Chemical Inc. | 1814.24 | L5756 | 16 |
| 2014-01-16 | Katerina’s Café | 34.90 | L5756 | 16 |
| 2014-01-16 | Nationwide Refinery | 4742.67 | L5756 | 16 |
| 2014-01-16 | Nationwide Refinery | 1494.44 | L9633 | 16 |
| 2014-01-16 | Stewart and Sons Fabrication | 4543.31 | L9633 | 16 |
| 2014-01-16 | Katerina’s Café | 19.44 | L9637 | 16 |
| 2014-01-16 | Abila Zacharo | 64.71 | L3288 | 16 |
| 2014-01-16 | Jack’s Magical Beans | 14.86 | L3288 | 16 |
| 2014-01-16 | Ouzeri Elian | 29.99 | L3288 | 16 |
| 2014-01-16 | Hallowed Grounds | 17.74 | L7814 | 16 |
| 2014-01-16 | Kalami Kafenion | 11.83 | L7814 | 16 |
| 2014-01-16 | Katerina’s Café | 34.58 | L7814 | 16 |
| 2014-01-16 | Gelatogalore | 22.19 | L3259 | 16 |
| 2014-01-16 | Hallowed Grounds | 12.61 | L3259 | 16 |
| 2014-01-16 | Katerina’s Café | 10.84 | L3259 | 16 |
| 2014-01-16 | Abila Zacharo | 31.31 | L9362 | 16 |
| 2014-01-16 | Coffee Cameleon | 7.19 | L9362 | 16 |
| 2014-01-16 | Katerina’s Café | 14.34 | L9362 | 16 |
| 2014-01-16 | Abila Zacharo | 8.43 | L9363 | 16 |
| 2014-01-16 | Guy’s Gyros | 28.27 | L9363 | 16 |
| 2014-01-16 | Abila Scrapyard | 1897.05 | L3317 | 16 |
| 2014-01-16 | Abila Airport | 3138.98 | L3317 | 16 |
| 2014-01-16 | Jack’s Magical Beans | 12.56 | L5224 | 16 |
| 2014-01-16 | Guy’s Gyros | 31.31 | L7291 | 16 |
| 2014-01-16 | Katerina’s Café | 11.08 | L7291 | 16 |
| 2014-01-16 | Brew’ve Been Served | 4.70 | L8566 | 16 |
| 2014-01-16 | Guy’s Gyros | 37.80 | L8566 | 16 |
| 2014-01-16 | Brew’ve Been Served | 8.18 | L9254 | 16 |
| 2014-01-16 | Hippokampos | 18.18 | L9254 | 16 |
| 2014-01-16 | Roberts and Sons | 240.66 | L9254 | 16 |
| 2014-01-16 | Gelatogalore | 12.33 | L6886 | 16 |
| 2014-01-16 | Jack’s Magical Beans | 6.95 | L6886 | 16 |
| 2014-01-17 | Hallowed Grounds | 9.40 | L5777 | 17 |
| 2014-01-17 | Ouzeri Elian | 35.81 | L5777 | 17 |
| 2014-01-17 | Bean There Done That | 19.67 | L7783 | 17 |
| 2014-01-17 | Bean There Done That | 8.21 | L3191 | 17 |
| 2014-01-17 | Gelatogalore | 23.23 | L3191 | 17 |
| 2014-01-17 | Hippokampos | 12.86 | L3191 | 17 |
| 2014-01-17 | Brewed Awakenings | 8.16 | L4164 | 17 |
| 2014-01-17 | Guy’s Gyros | 8.64 | L4164 | 17 |
| 2014-01-17 | Hippokampos | 11.93 | L4164 | 17 |
| 2014-01-17 | Jack’s Magical Beans | 7.57 | L6267 | 17 |
| 2014-01-17 | Ouzeri Elian | 38.60 | L6267 | 17 |
| 2014-01-17 | Coffee Cameleon | 6.81 | L1682 | 17 |
| 2014-01-17 | Kalami Kafenion | 140.78 | L1682 | 17 |
| 2014-01-17 | Katerina’s Café | 19.09 | L1682 | 17 |
| 2014-01-17 | Brew’ve Been Served | 3.09 | L1485 | 17 |
| 2014-01-17 | Guy’s Gyros | 39.14 | L1485 | 17 |
| 2014-01-17 | Guy’s Gyros | 8.54 | L1485 | 17 |
| 2014-01-17 | Brewed Awakenings | 8.69 | L5947 | 17 |
| 2014-01-17 | Chostus Hotel | 119.62 | L5947 | 17 |
| 2014-01-17 | Hippokampos | 8.92 | L5947 | 17 |
| 2014-01-17 | Hallowed Grounds | 14.58 | L6119 | 17 |
| 2014-01-17 | Katerina’s Café | 32.13 | L6119 | 17 |
| 2014-01-17 | Bean There Done That | 19.56 | L3014 | 17 |
| 2014-01-17 | Hippokampos | 10.14 | L3014 | 17 |
| 2014-01-17 | Abila Zacharo | 8.78 | L2070 | 17 |
| 2014-01-17 | Brewed Awakenings | 6.00 | L2070 | 17 |
| 2014-01-17 | Hippokampos | 14.93 | L2070 | 17 |
| 2014-01-17 | Albert’s Fine Clothing | 1239.41 | L4149 | 17 |
| 2014-01-17 | Bean There Done That | 18.72 | L4149 | 17 |
| 2014-01-17 | Katerina’s Café | 13.11 | L4149 | 17 |
| 2014-01-17 | General Grocer | 78.03 | L6544 | 17 |
| 2014-01-17 | Kalami Kafenion | 27.73 | L6544 | 17 |
| 2014-01-17 | Hallowed Grounds | 18.60 | L4424 | 17 |
| 2014-01-17 | Kalami Kafenion | 20.02 | L4424 | 17 |
| 2014-01-17 | Brew’ve Been Served | 15.46 | L5259 | 17 |
| 2014-01-17 | Gelatogalore | 34.59 | L5259 | 17 |
| 2014-01-17 | Guy’s Gyros | 8.31 | L5259 | 17 |
| 2014-01-17 | Brew’ve Been Served | 12.56 | L3800 | 17 |
| 2014-01-17 | Shoppers’ Delight | 155.01 | L3800 | 17 |
| 2014-01-17 | Hallowed Grounds | 15.98 | L5553 | 17 |
| 2014-01-17 | Hippokampos | 28.35 | L5553 | 17 |
| 2014-01-17 | Abila Zacharo | 21.21 | L3366 | 17 |
| 2014-01-17 | Bean There Done That | 5.77 | L3366 | 17 |
| 2014-01-17 | Coffee Cameleon | 9.16 | L8148 | 17 |
| 2014-01-17 | Guy’s Gyros | 19.68 | L8148 | 17 |
| 2014-01-17 | Hippokampos | 15.77 | L8148 | 17 |
| 2014-01-17 | Brew’ve Been Served | 11.04 | L3572 | 17 |
| 2014-01-17 | Shoppers’ Delight | 269.33 | L3572 | 17 |
| 2014-01-17 | Brew’ve Been Served | 13.66 | L2490 | 17 |
| 2014-01-17 | Guy’s Gyros | 22.18 | L2490 | 17 |
| 2014-01-17 | Guy’s Gyros | 37.55 | L2490 | 17 |
| 2014-01-17 | Guy’s Gyros | 15.40 | L2169 | 17 |
| 2014-01-17 | Katerina’s Café | 35.52 | L2169 | 17 |
| 2014-01-17 | Stewart and Sons Fabrication | 1753.17 | L9633 | 17 |
| 2014-01-17 | Abila Zacharo | 14.51 | L9637 | 17 |
| 2014-01-17 | Coffee Cameleon | 14.57 | L9637 | 17 |
| 2014-01-17 | Katerina’s Café | 38.21 | L9637 | 17 |
| 2014-01-17 | Hallowed Grounds | 3.25 | L8012 | 17 |
| 2014-01-17 | Katerina’s Café | 21.22 | L8012 | 17 |
| 2014-01-17 | Hippokampos | 52.31 | L3288 | 17 |
| 2014-01-17 | Jack’s Magical Beans | 19.11 | L3288 | 17 |
| 2014-01-17 | Ouzeri Elian | 10.21 | L3288 | 17 |
| 2014-01-17 | Gelatogalore | 21.62 | L7814 | 17 |
| 2014-01-17 | Hallowed Grounds | 18.22 | L7814 | 17 |
| 2014-01-17 | Katerina’s Café | 22.18 | L7814 | 17 |
| 2014-01-17 | Brew’ve Been Served | 16.62 | L3259 | 17 |
| 2014-01-17 | Katerina’s Café | 27.49 | L3259 | 17 |
| 2014-01-17 | Coffee Cameleon | 10.27 | L9362 | 17 |
| 2014-01-17 | Katerina’s Café | 21.01 | L9362 | 17 |
| 2014-01-17 | Brew’ve Been Served | 5.29 | L9363 | 17 |
| 2014-01-17 | Guy’s Gyros | 16.83 | L9363 | 17 |
| 2014-01-17 | Abila Zacharo | 15.95 | L2459 | 17 |
| 2014-01-17 | Hallowed Grounds | 9.72 | L2459 | 17 |
| 2014-01-17 | Gelatogalore | 15.84 | L5224 | 17 |
| 2014-01-17 | Brew’ve Been Served | 12.30 | L7291 | 17 |
| 2014-01-17 | Chostus Hotel | 114.22 | L7291 | 17 |
| 2014-01-17 | Guy’s Gyros | 29.71 | L7291 | 17 |
| 2014-01-17 | Brew’ve Been Served | 19.39 | L8566 | 17 |
| 2014-01-17 | Guy’s Gyros | 35.10 | L8566 | 17 |
| 2014-01-17 | Hippokampos | 14.57 | L8566 | 17 |
| 2014-01-17 | Abila Zacharo | 39.67 | L9254 | 17 |
| 2014-01-17 | Brew’ve Been Served | 10.52 | L9254 | 17 |
| 2014-01-17 | Hippokampos | 38.19 | L6886 | 17 |
| 2014-01-17 | Kalami Kafenion | 25.32 | L6886 | 17 |
| 2014-01-18 | Abila Zacharo | 16.59 | L5777 | 18 |
| 2014-01-18 | Kronos Mart | 194.51 | L5777 | 18 |
| 2014-01-18 | Ouzeri Elian | 21.56 | L5777 | 18 |
| 2014-01-18 | Hippokampos | 72.50 | L7783 | 18 |
| 2014-01-18 | Frank’s Fuel | 52.66 | L3191 | 18 |
| 2014-01-18 | Kalami Kafenion | 11.14 | L3191 | 18 |
| 2014-01-18 | Katerina’s Café | 96.36 | L4164 | 18 |
| 2014-01-18 | Ouzeri Elian | 57.63 | L6267 | 18 |
| 2014-01-18 | Abila Zacharo | 18.45 | L1682 | 18 |
| 2014-01-18 | Roberts and Sons | 62.47 | L1682 | 18 |
| 2014-01-18 | Kalami Kafenion | 10.48 | L1485 | 18 |
| 2014-01-18 | Katerina’s Café | 9.72 | L1485 | 18 |
| 2014-01-18 | Abila Zacharo | 73.25 | L5947 | 18 |
| 2014-01-18 | Roberts and Sons | 239.65 | L5947 | 18 |
| 2014-01-18 | Katerina’s Café | 8.14 | L6119 | 18 |
| 2014-01-18 | Frydos Autosupply n’ More | 103.55 | L3014 | 18 |
| 2014-01-18 | Hippokampos | 20.11 | L3014 | 18 |
| 2014-01-18 | Hippokampos | 63.21 | L2070 | 18 |
| 2014-01-18 | Kalami Kafenion | 42.36 | L2070 | 18 |
| 2014-01-18 | Kronos Mart | 150.36 | L2070 | 18 |
| 2014-01-18 | Kalami Kafenion | 24.14 | L4149 | 18 |
| 2014-01-18 | Frydos Autosupply n’ More | 281.54 | L4424 | 18 |
| 2014-01-18 | Guy’s Gyros | 27.40 | L4424 | 18 |
| 2014-01-18 | Katerina’s Café | 22.74 | L4424 | 18 |
| 2014-01-18 | Katerina’s Café | 37.21 | L5259 | 18 |
| 2014-01-18 | Ahaggo Museum | 120.20 | L3800 | 18 |
| 2014-01-18 | Guy’s Gyros | 31.48 | L3800 | 18 |
| 2014-01-18 | Guy’s Gyros | 47.89 | L5553 | 18 |
| 2014-01-18 | Roberts and Sons | 266.69 | L5553 | 18 |
| 2014-01-18 | Albert’s Fine Clothing | 35.66 | L3366 | 18 |
| 2014-01-18 | Hippokampos | 27.21 | L3366 | 18 |
| 2014-01-18 | Ouzeri Elian | 33.57 | L3366 | 18 |
| 2014-01-18 | Guy’s Gyros | 39.68 | L2490 | 18 |
| 2014-01-18 | Katerina’s Café | 19.30 | L2490 | 18 |
| 2014-01-18 | Kronos Mart | 87.66 | L2490 | 18 |
| 2014-01-18 | Katerina’s Café | 33.41 | L2169 | 18 |
| 2014-01-18 | Katerina’s Café | 33.63 | L8012 | 18 |
| 2014-01-18 | Ahaggo Museum | 55.55 | L3288 | 18 |
| 2014-01-18 | Hippokampos | 49.21 | L3288 | 18 |
| 2014-01-18 | General Grocer | 477.60 | L9362 | 18 |
| 2014-01-18 | Katerina’s Café | 76.10 | L9362 | 18 |
| 2014-01-18 | Ouzeri Elian | 53.36 | L9362 | 18 |
| 2014-01-18 | General Grocer | 108.49 | L9363 | 18 |
| 2014-01-18 | Kalami Kafenion | 53.36 | L9363 | 18 |
| 2014-01-18 | Chostus Hotel | 600.00 | L2459 | 18 |
| 2014-01-18 | Katerina’s Café | 14.22 | L2459 | 18 |
| 2014-01-18 | Abila Zacharo | 111.93 | L5224 | 18 |
| 2014-01-18 | Albert’s Fine Clothing | 226.49 | L5224 | 18 |
| 2014-01-18 | Shoppers’ Delight | 258.33 | L5224 | 18 |
| 2014-01-18 | Abila Zacharo | 21.29 | L8566 | 18 |
| 2014-01-18 | Katerina’s Café | 19.31 | L9254 | 18 |
| 2014-01-18 | Frydos Autosupply n’ More | 120.67 | L6886 | 18 |
| 2014-01-18 | Hippokampos | 53.21 | L6886 | 18 |
| 2014-01-18 | Kalami Kafenion | 38.91 | L6886 | 18 |
| 2014-01-19 | Hippokampos | 78.96 | L7783 | 19 |
| 2014-01-19 | Hippokampos | 101.25 | L3191 | 19 |
| 2014-01-19 | Desafio Golf Course | 145.72 | L4164 | 19 |
| 2014-01-19 | Ouzeri Elian | 67.98 | L6267 | 19 |
| 2014-01-19 | Guy’s Gyros | 20.94 | L1485 | 19 |
| 2014-01-19 | Albert’s Fine Clothing | 254.29 | L5947 | 19 |
| 2014-01-19 | Katerina’s Café | 34.03 | L6119 | 19 |
| 2014-01-19 | Hippokampos | 11.56 | L3014 | 19 |
| 2014-01-19 | Desafio Golf Course | 190.91 | L2070 | 19 |
| 2014-01-19 | Hippokampos | 48.23 | L2070 | 19 |
| 2014-01-19 | Guy’s Gyros | 36.87 | L6544 | 19 |
| 2014-01-19 | Katerina’s Café | 33.79 | L4424 | 19 |
| 2014-01-19 | Guy’s Gyros | 65.21 | L3800 | 19 |
| 2014-01-19 | Ouzeri Elian | 45.32 | L3800 | 19 |
| 2014-01-19 | Katerina’s Café | 38.90 | L5553 | 19 |
| 2014-01-19 | Gelatogalore | 22.36 | L3366 | 19 |
| 2014-01-19 | General Grocer | 70.22 | L3366 | 19 |
| 2014-01-19 | Hippokampos | 46.32 | L3366 | 19 |
| 2014-01-19 | Guy’s Gyros | 40.36 | L8148 | 19 |
| 2014-01-19 | Frydos Autosupply n’ More | 56.09 | L2490 | 19 |
| 2014-01-19 | Guy’s Gyros | 58.35 | L2490 | 19 |
| 2014-01-19 | Ouzeri Elian | 23.65 | L2490 | 19 |
| 2014-01-19 | Guy’s Gyros | 31.94 | L2169 | 19 |
| 2014-01-19 | Katerina’s Café | 26.76 | L2169 | 19 |
| 2014-01-19 | Albert’s Fine Clothing | 274.66 | L9637 | 19 |
| 2014-01-19 | Shoppers’ Delight | 30.39 | L9637 | 19 |
| 2014-01-19 | Ahaggo Museum | 26.91 | L3288 | 19 |
| 2014-01-19 | Guy’s Gyros | 23.21 | L3288 | 19 |
| 2014-01-19 | Frydos Autosupply n’ More | 98.04 | L3259 | 19 |
| 2014-01-19 | Katerina’s Café | 12.25 | L9362 | 19 |
| 2014-01-19 | Abila Zacharo | 47.80 | L9363 | 19 |
| 2014-01-19 | Guy’s Gyros | 39.60 | L9363 | 19 |
| 2014-01-19 | Desafio Golf Course | 148.22 | L2459 | 19 |
| 2014-01-19 | Guy’s Gyros | 25.79 | L2459 | 19 |
| 2014-01-19 | Desafio Golf Course | 150.07 | L5224 | 19 |
| 2014-01-19 | Hippokampos | 45.32 | L5224 | 19 |
| 2014-01-19 | Guy’s Gyros | 37.48 | L7291 | 19 |
| 2014-01-19 | Frydos Autosupply n’ More | 209.76 | L8566 | 19 |
| 2014-01-19 | Katerina’s Café | 70.22 | L8566 | 19 |
| 2014-01-19 | Guy’s Gyros | 18.08 | L9254 | 19 |
| 2014-01-19 | Katerina’s Café | 35.01 | L9254 | 19 |
| 2014-01-19 | Desafio Golf Course | 110.02 | L6886 | 19 |
| 2014-01-19 | Hippokampos | 63.17 | L6886 | 19 |